Podcasts about ternary data

Highlights from this week's conversation include:Joe's Recent Projects and Work (0:55)Joe's New Book and Inspiration for Writing It (4:39)Challenges in Data Education (7:00)Internal Training Programs (10:02)Creative Problem Solving (17:46)Evaluating Candidates' Skills (21:18)Market Value and Career Growth (24:03)AI's Impact on Hiring (27:47)Content Production and Quality (31:56)The Evolution of AI and Data (34:00)Challenges of Automation (36:12)Convergence of Data Fields (40:26)Shortcomings of Relational Models (42:09)Inefficiencies of Poor Data Modeling (47:10)Discussion on Resource Constraints (51:50)The Role of Language Models (53:13)AI in Migration Projects (57:00)Joe's Teaser for a New Project (59:05)  Final Thoughts and Closing Remarks (1:00:07)The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we'll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we'll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.

Hugo Bowne-Anderson hosts a panel discussion from the MLOps World and Generative AI Summit in Austin, exploring the long-term growth of AI by distinguishing real problem-solving from trend-based solutions. If you're navigating the evolving landscape of generative AI, productionizing models, or questioning the hype, this episode dives into the tough questions shaping the field. The panel features: - Ben Taylor (Jepson) (https://www.linkedin.com/in/jepsontaylor/) – CEO and Founder at VEOX Inc., with experience in AI exploration, genetic programming, and deep learning. - Joe Reis (https://www.linkedin.com/in/josephreis/) – Co-founder of Ternary Data and author of Fundamentals of Data Engineering. - Juan Sequeda (https://www.linkedin.com/in/juansequeda/) – Principal Scientist and Head of AI Lab at Data.World, known for his expertise in knowledge graphs and the semantic web. The discussion unpacks essential topics such as: - The shift from prompt engineering to goal engineering—letting AI iterate toward well-defined objectives. - Whether generative AI is having an electricity moment or more of a blockchain trajectory. - The combinatorial power of AI to explore new solutions, drawing parallels to AlphaZero redefining strategy games. - The POC-to-production gap and why AI projects stall. - Failure modes, hallucinations, and governance risks—and how to mitigate them. - The disconnect between executive optimism and employee workload. Hugo also mentions his upcoming workshop on escaping Proof-of-Concept Purgatory, which has evolved into a Maven course "Building LLM Applications for Data Scientists and Software Engineers" launching in January (https://maven.com/hugo-stefan/building-llm-apps-ds-and-swe-from-first-principles?utm_campaign=8123d0&utm_medium=partner&utm_source=instructor). Vanishing Gradient listeners can get 25% off the course (use the code VG25), with $1,000 in Modal compute credits included. A huge thanks to Dave Scharbach and the Toronto Machine Learning Society for organizing the conference and to the audience for their thoughtful questions. As we head into the new year, this conversation offers a reality check amidst the growing AI agent hype. LINKS Hugo on twitter (https://x.com/hugobowne) Hugo on LinkedIn (https://www.linkedin.com/in/hugo-bowne-anderson-045939a5/) Vanishing Gradients on twitter (https://x.com/vanishingdata) "Building LLM Applications for Data Scientists and Software Engineers" course (https://maven.com/hugo-stefan/building-llm-apps-ds-and-swe-from-first-principles?utm_campaign=8123d0&utm_medium=partner&utm_source=instructor).

This interview was recorded for the GOTO Book Club.http://gotopia.tech/bookclubRead the full transcription of the interview hereSol Rashidi - Author of "Your AI Survival Guide", Keynote Speaker & "Forbes AI Maverick & Visionary of the 21st Century"Joe Reis - Co-Author of "Fundamentals of Data Engineering", CEO at Ternary Data, Keynote Speaker, Professor & PodcasterRESOURCESSolhttps://twitter.com/Sol_Rashidihttps://www.linkedin.com/in/sol-rashidi-a672291https://www.solrashidi.comhttps://solrashidi.substack.comJoehttps://www.linkedin.com/in/josephreishttps://github.com/JoeReishttps://joereis.substack.comhttp://josephreis.comLinkshttps://learning.oreilly.com/get-learning/?code=LEARNGIT23Trisha & Helen: https://youtu.be/pfinplXtrkADESCRIPTIONJoin Sol Rashidi, an AI deployment pioneer, offers practical wisdom on navigating AI's challenges in a conversation with Joe Reis. Her new book, "Your AI Survival Guide," provides actionable insights for individuals and businesses venturing into AI integration, emphasizing hands-on learning and a measured approach to address cost and sustainability concerns.RECOMMENDED BOOKSSol Rashidi • Your AI Survival GuideDavid Foster • Generative Deep LearningPhil Winder • Reinforcement LearningMustafa Suleyman • The Coming WaveAshley Peacock • Creating Software with Modern Diagramming TechniquesTwitterInstagramLinkedInFacebookLooking for a unique learning experience?Attend the next GOTO conference near you! Get your ticket: gotopia.techSUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

Mabrouk Gadri est Senior Solution Engineer chez Fivetran, l'ETL moderne qui a été adopté par énormément de boites en France et dans le monde, aussi bien des startups que des grands groupes du CAC40.On aborde :

We dive into the intricate world of data engineering with none other than Joe Reis, a celebrated figure in the tech education and data engineering arena. Joe, currently wearing multiple hats as an Instructor at DeepLearning.AI, CEO of Ternary Data, author with O'Reilly Media, and an adjunct professor at the University of Utah, brings a wealth of knowledge and experience to our table. --- Support this podcast: https://podcasters.spotify.com/pod/show/women-in-data/support

In this podcast episode, host Ole Olesen-Bagneux welcomes Joe Reis, a distinguished data science and engineering expert, CEO of Ternary Data, and co-author of "Fundamentals of Data Engineering". Joe opens by recounting his rich career spanning over two decades, from data science to machine learning, and his transition to influential author and educator.Looking back at the genesis of his best-selling book, Joe outlines his intent to bridge the educational gap in data engineering, the challenges he faced in its publication, and the importance of effective book promotion. Joe also introduces his forthcoming work, "Practical Data Modeling", which advocates for a 'Mixed Model Arts' approach akin to mixed martial arts, essential for navigating today's complex data landscape.The episode wraps up with a discussion on the current state and future of AI and data modeling, where Joe offers his candid perspectives on the hype and reality of AI, underscoring the need for a balanced view that recognizes AI's potential without falling prey to over-enthusiasm.

Joe Reis and Matthew Housley of Ternary Data join us to talk about building loosely coupled systems, data contracts, and avoiding data hell. They also elaborate on some of our favorite passages from their incredible book:  Fundamentals of Data Engineering. We also muse over future-facing trends such as data streaming becoming the future ETL (ETL 2.0). Joe and Matt break down their expert perspectives on this episode of What's New in Data with host John Kutay. What's New In Data is a data thought leadership series hosted by John Kutay who leads data and products at Striim. What's New In Data hosts industry practitioners to discuss latest trends, common patterns for real world data patterns, and analytics success stories.

If you've been in data for a while, you know Kent Graziano. He's a globally respected OG and Data Warrior. Kent joins the show to talk about how not to make a mess of your data mesh? Hint - do some data modeling! LinkedIn: https://www.linkedin.com/in/kentgraziano/ #datamesh #datamodeling #data --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

What is the state of Data engineering today and where is it going (or should it be going)? Who better to talk about Data Engineering than the authors of the recent O'Reilly book “Fundamentals of Data Engineering”, Joe Reis and Matt Housley from Ternary Data. Join Tim, Juan, Joe and Matt to discuss the state of data engineering.

Joe Reis and Matt Housley chat about local data scenes in a post-COVID world, whether there's a meetup winter, and much more. Special cameo appearance by Chris Tabb. #dataengineering #data #meetup #technology --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Colleen Tartow (Director of Engineering @ Starburst) joins the show to chat about two very popular topics - Data Mesh and the Modern Data Stack. How do these work together? Listen and find out... --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Josh Starmer has singlehandedly made statistics fun and exciting for millions of people with his popular YouTube channel, StatQuest. He joins the show to chat about how he got started, his approach to teaching, communicating effectively, and what he's up to next. #statquest #datascience #statistics --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Emily Hawkins (Data Engineering Manager @ Drizly) joins the show to chat about managing data teams. LinkedIn: https://www.linkedin.com/in/hawkinsemily/ Twitter: https://twitter.com/emilyhawkins__ #datateams #dataengineering #analyticsengineer --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Joe Reis, CEO of Ternary Data and Matthew Housley, CTO of Ternary Data are joining us on this insightful episode to talk about the Fundamentals of Data Engineering.

Tune in as Joe Reis and Matt Housley, co-founders of Ternary Data and co-authors of the book “Fundamentals of Data Engineering” join Jon Krohn to discuss major undercurrents across the data engineering lifecycle, and their top tools and techniques. In this episode you will learn: • What is data engineering? [3:55] • Why Joe and Matt identify as “recovering data scientists” [6:12] • What kinds of people tend to become data scientists vs. data engineers [10:38]? • Key components of Joe and Matt's book [26:31] • Major undercurrents across the data engineering lifecycle [28:26] • The most under-utilized tool in a data engineer's toolbox [34:39] • How there are tradeoffs in any data pipeline latency considerations, but faster is typically the default assumption [38:55] • Joe and Matt's favorite data engineering tools and techniques [43:39] Additional materials: www.superdatascience.com/595

Patrick McFadin joins the show to chat about his upcoming book, "Managing Cloud Native Data on Kubernetes", as well as the general practices behind this. #dataengineering #cloudnative #kubernetes --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Justin Borgman (CEO @ Starburst) joins the show to chat about Data Mesh, Data Lakes, and more. Starburst is paving the way to give analysts and data scientists the power to query data wherever it lives. Starburst: https://starburst.io/ #dataengineering #datamesh #starburst #trino --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Data engineering is a large and growing subject, with new technologies, specializations, and "best practices" emerging at an accelerating pace. This podcast does its best to explore this fractal ecosystem, and has been at it for the past 5+ years. In this episode Joe Reis, founder of Ternary Data and co-author of "Fundamentals of Data Engineering", turns the tables and interviews the host, Tobias Macey, about his journey into podcasting, how he runs the show behind the scenes, and the other things that occupy his time.

Data lakes are very common and provide an easy way to store and serve many types of data. But data lakes are not always easy to work with. Adi Polak (Treeverse) joins the show to chat about the challenges of working with data lakes. #dataengineering #datalakes #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Check out Fundamentals of Data Engineering (O'Reilly): https://amzn.to/3bftdoQ Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Laszlo Sragner is outspoken in his views on code quality in data science. In this show, we discuss code quality in data science, how to run ML projects, manage tech debt, and much more. Laszlo pulls no punches, so tune in for a very educational discussion. #datascience #machinelearning #code --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Niel Nickolaisen is a CIO's CIO. He's led many successful digital transformations and has the battle scars to prove it. Niel's here to chat about the IT talent shortage in the rise of low/no-code tools, operating in an environment of low uncertainty, trusting the data, and much more. #data #it #technology #digitaltransformation --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Lately, a growing number of experts in the data industry are proclaiming the death of the Modern Data Stack. Among the loudest is Ethan Aaron, who runs Portable, a "Post-Modern Data Stack" company focused on building on-demand ETL connectors. Is the Modern Data Stack dead? Listen and find out. Portable: https://portable.io/ Ethan Aaron (LinkedIn): https://www.linkedin.com/in/ethanaaron/ #dataengineering #moderndatastack #fundamentalsofdataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Jesse Anderson joins the show to chat about what makes data teams successful. Jesse is an OG in the data space and always has great thoughts. Enjoy! #dataengineering #datateams #data --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

https://www.patreon.com/datameshradio (Data Mesh Radio Patreon) - get access to interviews well before they are released Episode list and links to all available episode transcripts (most interviews from #32 on) https://docs.google.com/spreadsheets/d/1ZmCIinVgIm0xjIVFpL9jMtCiOlBQ7LbvLmtmb0FKcQc/edit?usp=sharing (here) Provided as a free resource by DataStax https://www.datastax.com/products/datastax-astra?utm_source=DataMeshRadio (AstraDB) Transcript for this episode (https://docs.google.com/document/d/1CrNt8qo72qGtU1dOdz4PMDVMfqeIZOAP9v5dFzpSKcI/edit?usp=sharing (link)) provided by Starburst. See their Data Mesh Summit recordings https://www.starburst.io/learn/events-webinars/datanova-on-demand/?datameshradio (here) and their great data mesh resource center https://www.starburst.io/info/distributed-data-mesh-resource-center/?datameshradio (here) In this episode, Scott interviewed Joe Reis, CEO/Co-Founder of data consultancy Ternary Data, Co-Host of the Monday Morning Data Chat, and author of the upcoming book Fundamentals of Data Engineering. Some key points or takeaways specifically from Joe's point of view (not necessarily those of the podcast): Find quick, high-value wins. Too often people focus on the big wins and those become overly complicated and end up in failure. Most software engineers don't understand data well enough to be data product developers in data mesh, at least yet. Data mesh is a polarizing topic. And that makes sense as it is pushing boundaries. Many hope it can come to fruition but it is a bit of a utopian view. The future of data engineering is to move past managing pipelines to much higher-value work. Speed to achieving wins with data - with a clear return on investment and trust - is the first thing you should focus on. Get this right and you can have the "luxury" of building great data products. Joe started by discussing the kind of nebulous area within software engineering and data that data engineering has always played - sit between the source systems and the data output, converting the data in the source systems into something consumable for data users. Previously, that was mostly about making sure reports got pushed through and you hoped people derived insights. Now it's more about pipelines. But the way we store information in source systems, it is not in the format or shape we need for analytical purposes. So there needs to be a go-between. A big trend in data engineering currently for Joe is the abstraction of tooling. Some of that can be good - makes people more productive - or bad - means it's harder to understand what is actually happening under the covers. But for Joe, it's probably worth it to use the abstractions as they are able to do the heavy lifting and data engineers can focus on the higher value work. We might be coming to the end of the "pipeline monkey" era of data engineering so we can shift more focus to the data output, DataOps, orchestration, security, etc. For Joe, the biggest value-add the data engineering team can have is getting wins quickly. When asked about speed to returns versus repeatability, Joe said that the speed is more important, especially when you are trying to prove out the value of your data team. Trust is crucial, so you have to be careful to not move too fast, but trying to do big-bang projects is often a recipe for failure in his view. When asked what could be the signs an organization is ready to implement data mesh, Joe mentioned that if an organization is already seeing "wins" with data across a number of teams/domains, that's a very good sign. But you can't only have a few teams getting those wins as that means the overall organization data maturity is still probably low. Joe made a good point about how polarizing data mesh can be. When he speaks with some organizations, there are a few leaders who simply reject the idea outright. But many also simply don't see data mesh as ever being possible specifically in...

Joe Reis is a business-minded data engineer who's worked in the industry for 20 years. He is the CEO and Co-Founder of Ternary Data, a data engineering and architecture consulting firm based in Salt Lake City, Utah. He volunteers with several technology groups and teaches at the University of Utah. In his spare time, he likes to rock climb, produce electronic music, and take his kids on crazy adventures.In this episode, we cover a range of topics including:- What does a data engineer do?- Relationship between data engineering and MLOps- What are the components of the data engineering lifecycle?- What should a data engineer know at a fundamental level to be successful at this?- His book Fundamentals of Data Engineering - Why writing a book is one of the few activities that exposes your weaknesses and very deeply refines your thinking- The three pillars of a solid data foundation: data architecture, data engineering, and DataOps. - How do you structure your first call with a potential client? - Why is there a mismatch between expectations and reality when it comes to using data science within a business?- Why he puts a lot of the responsibility on the student to get good at researching problems and solutions- How to think about architecture as a data professional

Ananth Packkildurai joins the show to chat about data contracts, domain ownership, metadata management, and his new project Schemata. Ananth is a wealth of knowledge and experience in the data engineering space. He also publishes the Data Engineering Weekly newsletter. Data Engineering Weekly: https://www.dataengineeringweekly.com/ Schemata: https://schemata.app/ #dataengineering #datamanagement #data --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Arjun Narayan (CEO @ Materialize) joins the show to chat about why real-time data products are increasingly popular, and why the analytics is moving beyond batch toward a streaming-first paradigm. https://materialize.com/ #dataengineering #analytics #data --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

The data transformation tooling space is undergoing a sea change right now. Armon Petrossian & Satish Jayanthi from Coalesce.io join the show to talk about what's next in data transformations in 2022 and beyond. #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Bill Inmon (the father of the data warehouse, and an early pioneer of the data industry) joins the show to chat about textual ETL, data warehousing in 2022, and whatever else he wants to talk about. Today is Bill's show, and we're just excited you're a part of it. Streamed live on YouTube and LinkedIn. #datawarehouse #dataengineering #textualetl --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Data teams are responsible for a lot - analytics, reporting, metrics, experiments, and working with "the business". How is a data team supposed to manage all of these responsibilities? Emilie Schario (Amplify Partners) joins the show to discuss this, and much more. Streamed live on YouTube and LinkedIn. #datateams #data #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Hiring is insanely hard right now. It's almost impossible for companies to hire data engineering talent, leaving many companies with the option of creating new data engineering talent internally. How should this be done, and what are some resources to build data engineering skills? Let's find out. #dataengineering #data #datacareers --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

The Modern Data Stack brought a lot of improvements to data workflows and practices. It's also 10 years old (AWS Redshift publicly launched in 2012, kicking off the MDS). Meanwhile, new advancements in streaming-first systems and architectures, ML, etc means we can start to see where things are going next. What's next after the Modern Data Stack? We're not precisely sure, but we've got an idea. Streamed live on YouTube and LinkedIn #dataengineering #moderndatastack #machinelearning --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Greg Coquillo is a 2X LinkedIn Top Voice in data, technology, and innovation. He joins the show to chat about his thoughts on the future of tech. Streamed live on YouTube and LinkedIn. #innovation #data #technology ------------------- Greg's LinkedIn: https://www.linkedin.com/in/greg-coquillo/ --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Join GDM and the co-founders of Ternary Data, Joe Reis and Matt Housley, as we explore the 3 key things that data engineers need to know in 2022 (and beyond). We will explore the top technologies that are a must-know, the technical skills that can make or break the job, and concepts/methodologies that are hyper relevant to the data engineers day-to-day. Grab your coffee and join us for this slide-free discussion that can help new engineers up-level their game and seasoned engineers find renewed inspiration.   ABOUT MATT + JOE: Matt and Joe fondly consider themselves "recovering data scientists". They are the authors of Fundamentals of Data Engineering, which is being published by O'Reilly Media later this year.   ABOUT TERNARY DATA: Ternary Data is a data engineering & data architecture consulting firm led by veteran data engineers, data scientists, and college professors. Rest assured that you're dealing with people who have deep, real-world experience (and the battle scars to prove it). Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small.

Benn Stancil (Chief Analytics Officer @ Mode) joins us to chat about metrics layers, the modern data stack, what people disagree with in the data space, and much and more. This is a fun and somewhat contrarian discussion that you'll find both useful and entertaining. Enjoy! Streamed live on YouTube and LinkedIn #dataengineering #metricslayer #analytics -------------------- Benn Stancil Substack: https://benn.substack.com/ Twitter: https://twitter.com/bennstancil Mode: https://mode.com/ --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Synthetic data is becoming one of the hot areas to watch in machine learning. With data quality, privacy, and security a huge concern for almost any company, more and more people are looking at synthetic data as a way to address these problems. Fabiana Clemente (co-founder/Chief Data Officer at YData) joins the show to chat about all things synthetic data, data communities, and more. YData: https://ydata.ai/ Data-Centric AI Community: https://datacentricai.community/ #dataengineering #machinelearning #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Andy Petrella joins us to chat about Data Observability Driven Development (DODD), the modern data space, and much more. Andy is a dear friend, an OG in the world of data, a brilliant engineer, and is one of the keenest people we know. Kensu: https://www.kensu.io/ #dataengineering #dataobservability #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Shruti Bhat (Chief Product Officer & SVP Marketing @ Rockset) joins us to chat about real-time analytics at cloud scale, modern data apps and dashboards, and more. The world of analytics is moving toward real-time as a first-class citizen, so this is definitely a discussion you should check out. #realtime #analytics #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

It's Valentine's Day! Scott Taylor (MetaMeta Consulting) joins the show to chat about his love for all things data. We cover master data management and much more. Streamed live on YouTube and LinkedIn #data #datamanagement #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

George Firican joins us to chat about all things data governance. What are the best practices and ideas for data governance in 2022? Listen and find out. Streamed live on YouTube and LinkedIn #data #datagovernance #dataengineering #datamanagement --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Bruno Aziza (Head of Data & Analytics @ Google Cloud) joins us to chat about the Data Mesh, Data Fabric, and much more! Streamed live on YouTube and LinkedIn. #datamesh #datafabric #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Andreas Kretz joins us to discuss how to learn data engineering in 2022. Andreas is a leader in the data engineering education space, constantly putting out excellent content and courses. Streamed live on YouTube and LinkedIn. Andreas's Academy, LearnDataEngineering: https://learndataengineering.com/ #dataengineering #data #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Matt Siomra joins the Monday Morning Data Chat to discuss how to cut through the hype and become a Customer Data Champion. Please note - Matt Siorma's audio had some issues, but the discussion is intact. Streamed live on YouTube and LinkedIn #data #masterdata #datagovernance --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Kevin Hu (CEO/Co-founder of Metaplane) joins the Monday Morning Data Chat to discuss the trends in data observability in 2022. Streamed live on LinkedIn and YouTube. #dataengineering #dataobservability #metaplane --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

It's 2022! Ben Rogojan (aka The Seattle Data Guy) joins the Monday Morning Data Chat to talk about all things data engineering. Streamed live on YouTube and LinkedIn. #dataengineering #data #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Joe and Matt chat about data engineering vs ML engineering. #machinelearning #mlops #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

In this Monday Morning Data Chat, Matt and Joe discuss their favorite things in data for 2021, and their data predictions for 2022. Streamed live on LinkedIn and YouTube #dataengineering #datascience #data --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Hiring is hard. It will likely be harder in 2022. How do you find data engineers in a very tight job market? Are you better off trying to build data engineers within your company? Streamed live on LinkedIn and YouTube #hiring #dataengineering #datatalent --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

In this Monday Morning Data Chat, Joe and Matt review the data-related announcements from AWS re:Invent, plus a random rant on data science and risk management. Streamed live on LinkedIn and YouTube #dataengineering #aws #ternarydata --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Subscribe to our newsletter, or check out our services at Ternary Data Site - https://ternarydata.com Please follow our LinkedIn page - https://www.linkedin.com/company/ternary-data/ Subscribe to our YouTube and smash the like button! - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg Thanks for your support!

Pardhu Gunnam (CEO @ Metaphor) and Mars Lan (CTO @ Metaphor) - also both co-creators of LinkedIn's DataHub - join the Monday Morning Data Chat to talk about metadata + data catalogs. #datacatalog #metadata #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Chris Tabb joins the Monday Morning Data Chat to chat about career advice. #dataengineering #data #careeradvice --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Ben Rogojan (The Seattle Data Guy) joins the Monday Morning Data Chat to chat about career advice for data engineers (new and current). #dataengineering #data #careeradvice --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Al Bellamy joins the Monday Morning Data Chat to discuss how he transitioned from a full-time military career to getting a job as an analyst. This episode is chock full of useful advice for people who want to get a job as an analyst. #data #analytics #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

The legendary "Data Whisperer", Scott Taylor, joins the Monday Morning Data Chat to discuss master data - what it is, and why you should care. Scott pulls no punches, and this is a fun and candid conversation. Streamed live on LinkedIn and YouTube #data #masterdata #dataengineering --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

"Observability October" continues! This week, we have Josh Benamram (CEO of Databand) on the show to talk about data quality and data observability, and where they fit into your data pipeline. Streamed live on LinkedIn and YouTube #data #dataengineering #machinelearning --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Andy Dang joins the Monday Morning Data Chat to discuss ML and data observability. If you're an ML or data engineer - or want to learn more about observability - you'll learn a lot from Andy! Streamed live on LinkedIn and YouTube #data #dataengineering #machinelearning --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Lior Gavish (CTO, co-founder @ Monte Carlo) joins the Monday Morning Data Chat to discuss data observability, and how you can start doing it in your stack today. Streamed live on LinkedIn and YouTube #data #dataengineering #machinelearning --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Matt and Joe review amazing Matt Turck's 2021 Machine Learning, AI and Data (MAD) Landscape. They discuss the article and their thoughts on how this affects data engineers in 2021 and beyond. Article: https://mattturck.com/data2021/ Streamed live on LinkedIn and YouTube #data #dataengineering #machinelearning --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Communication is key for data teams and is often overlooked. Matt, Joe, and Aaron (Ternary Data's newest data engineer) give some tips for communicating with stakeholders. #dataengineering #communication #datateams --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

What is multi-cloud, and is it right for you? We discuss a Wall Street Journal article about Wells Fargo's adoption of multi-cloud, as well as the pros and cons of multi-cloud. WSJ article: https://www.wsj.com/articles/wells-fargo-embraces-multicloud-with-microsoft-google-deals-11631717100?mod=hp_minor_pos5 Streamed live on LinkedIn and YouTube. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Matt and Joe unveil the Undercurrents of Data Engineering. The next big thing in data engineering. Streamed live on LinkedIn and YouTube. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

In late 2021, hiring and retaining data engineers is tough. Matt and Joe discuss some of their experiences, and look at some trends. Streamed live on LinkedIn and YouTube. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Joe Reis is a “recovering data scientist”, CEO of Ternary Data, and a business-minded data nerd who's worked in the data industry for 20 years, with responsibilities ranging from statistical modeling, forecasting, machine learning, data engineering, data architecture, and almost everything else in between. He's the host of the popular data show and podcast, the Monday Morning Data Chat, interviews data celebrities on The Data Nerd Herd, and runs several popular meetups, including The Utah Data Engineering Meetup and SLC Python. Joe also teaches at the University of Utah, and is the co-author of the upcoming O'Reilly book, The Fundamentals of Data Engineering. When he's not busy running a company, teaching, or creating content, Joe often finds himself rock climbing or trail running in the mountains around Salt Lake City, Utah. In this episode Joe talks about how the data domain has changed over the last 20 years. You also learn about why he considers himself a “recovering data scientist”.

Felix Eggert joins us to discuss his recent article, "From Data Driven to Driving Data— The Dysfunctions of Data Engineering", plus listener Q&A. From Data Driven to Driving Data— The dysfunctions of Data Engineering (article): https://medium.com/@mrtrustworthy/from-data-driven-to-driving-data-the-dysfunctions-of-data-engineering-34c34496ed8e Live Q&A streamed live on YouTube and Linkedin. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

What is the Data Engineering Lifecycle? Joe and Matt describe what it is, dive into the components of it, as well as answer listener questions. Live Q&A streamed live on YouTube and Linkedin. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Avery Smith joins the Monday Morning Data Chat to talk about careers in data. Are you trying to get into data science, analytics or data engineering? We're here to answer career advice questions. Live Q&A streamed live on YouTube and Linkedin. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Regular guest Andreas Kretz joins the Monday Morning Data Chat to talk about all things data engineering. We also take listener Q&A from YouTube Live and LinkedIn Live. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Where is Data Engineering Going? With growing abstraction and proliferation of data tools and best practices, data engineering is changing. But how? Let's chat and try to answer this. With live listener Q&A --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Let's talk about cloud certifications! What's the Ternary team's experience with cloud certs? Should you get a cloud cert? If so, which ones should you get, and how should you prepare? We answer these questions, along with live listener Q&A. --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Jordan Goldmeier, author of "Becoming a Data Head: How to Think, Speak and Understand Data Science, Statistics and Machine Learning", joins Matt and Joe on the Monday Morning Data Chat to talk about his book, and whatever else is on his mind. Becoming a Data Head: https://www.amazon.com/Becoming-Data-Head-Understand-Statistics/dp/1119741742 --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

It's the July 4th holiday, so we're taking a break. Here's a popular Monday Morning Data Chat episode from earlier this year. Enjoy! NoSQL was very popular in the 2010's. What about in 2021? Or have the tables (no pun intended) turned on NoSQL? And what about SQL in 2021? Listen and learn more... Link to article, Stack Overflow Blog: Have the tables turned on NoSQL? https://stackoverflow.blog/2021/01/14/have-the-tables-turned-on-nosql/ --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Andreas Kretz joins the Monday Morning Data Chat to talk about all things data engineering. We also take listener Q&A on LinkedIn Live and YouTube Live. --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Matt and Joe discuss Bruno Aziza's awesome weekly article/video about "What Is Data Engineering?", as well as the Data Engineering Manifesto. Also Listener Q&A. Enjoy! Bruno Aziza blog - https://medium.com/be-data-driven/what-is-data-engineering-fe158db36c1e Data Engineering Manifesto - https://connectingdots.xyz/blog/posts/2021/05/the-data-engineering-manifesto/ --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Let's discuss the trends and factors about the software engineering skills a data engineer should have. Listener questions and comments are welcome! Note - Monday Morning Data Chat is moving to a purely live format. Each Monday at 9am MST, Matt and Joe will broadcast live on LinkedIn Live and YouTube Live. Please subscribe to YouTube or follow Joe Reis on LinkedIn if you'd like to be notified when the episode airs. The discussion will be available as a podcast shortly after it airs. Thanks for your support! --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

How should data engineers and data scientists effectively communicate? This is a big challenge for many data teams. In this Monday Morning Data Chat, we explore this question, and much more. If you're on a data team with communication team - or manage one - this is a great episode for you! --------------------------- Timestamps: Intro 0:00 Topic intro 1:47 Bad, yet common pattern - silos 3:00 The importance of empath 5:51 Collaboration tips 7:30 Aligning incentives 11:48 Documentation, version control, etc 13:31 Closing thoughts 16:09 --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

In this Monday Morning Data Chat, we discuss the article, Potemkin Data Science, and how it also applies to data engineering. This was broadcast live on YouTube and LinkedIn Live, so you can also find the video version on those platforms. Potemkin Data Science article: https://mcorrell.medium.com/potemkin-data-science-fba2b5ba5cc6 #dataengineering #datascience #data --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Joe joins us from the beach (please excuse the choppy audio on Joe's phone) to chat with Matt about metadata driven architecture. We discuss Raghu Murthy's fantastic talk at the Utah Data Engineering Meetup about metadata-first architecture, orchestration, and why metadata is going to play a central role in data engineering over the next several years. Raghu's talk at the Utah Data Engineering Meetup: https://www.youtube.com/watch?v=Q2v1xO_ADns Metadata-first architecture (Article at Datacoral): https://www.datacoral.com/blog/how-to-use-metadata-to-future-proof-your-data-stack/ #dataengineering #datascience #data --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Let's talk data engineering! We did a live Monday Morning Data Chat, and answered listener questions in a live Q&A on LinkedIn Live and YouTube. #dataengineering #datascience #data --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

This week, we talk about this article from LakeFs on the State of Data Engineering in 2021. We give our candid take, and much more. Enjoy! LakeFS article Matt Turck's 2020 data landscape slide #dataengineering #datascience #data ------------------------------------ Timestamps Intro - 0:00 Proliferation of tools - 2:00 Data lakes and data warehouses - 7:30 Metadata and metastores - 9:30 Data science and analytics usability - 16:15 Organizational metadata - 18:05 Observations and predictions - 19:30 Tool consolidation in the data industry - 25:50 The rapidly evolving data space - 35:30 --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

Cloud data warehouses such as Snowflake, BigQuery, and Redshift are hugely popular. And rightfully so - they work great for modern data needs. However, people often make costly mistakes when trying to use them. This week, we discuss some very common anti-patterns - and solutions for better usage - with cloud data warehouses. We cover general CDW concerns, and best practices for loading and querying data. Enjoy! --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

This week, we discuss two articles related related to the Open Data Ecosystem. We give our thoughts on why interoperability is the killer feature of the new open data movement, some challenges with the open data ecosystem, and why it's important to always focus on your end users. Articles discussed: What is the Open Data Ecosystem and Why it's Here To Stay Choosing Open Wisely --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

This week, we answer a popular question - "Should I go to grad school to advance my data career?" We discuss the big considerations of graduate school, the pros and cons, potential programs for data science and data engineering, and whether bootcamps are a viable alternative to graduate school. --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

In my 26th episode I speak to recovering data scientist Joe Reis! We talk about: 1) His background and what he's up to now 2) What is a recovering data scientist? 3) Is Data Science losing it's edge? 4) What is the role of the Data Engineer and why they are needed in the data ecosystem? 5) Why data scientists are like "cross fit"? 6) What skills do the data scientists of today need to strengthen? 7) Why has the trend been to separate the the Data Engineer and the Machine Learning Engineer? 8) How do organisations that have legacy applications build better and highly efficient pipelines? 9) Why we are still seeing the same issues around Data Quality and it's affect on the Data Engineer. 10) Why the Data Engineer needs to be a diplomat. 10) What are the core skills the Data Engineer needs to be trained in? 11) The difference between the Data Engineer and the Data Architect? 12) What kind of team does an organisation need to start with in the analytics space? About Joe: Joe has labelled himself to be a "Recovering data scientist" and has firsthand experience with the challenges of succeeding with data. Data architect and data engineer. Helping companies build a solid data foundation. He is the CEO and founder of Ternary Data. About Samir Samir is a data strategy and analytics leader, CEO and Founder of datazuum. He has a history of helping data executives and leaders craft and execute their data strategies. His passion for data strategy led him to launch the Data Strategy & Analytics Coaching Programme, and is host of the Data Strategy Show. After a career in both private and public sectors Samir launched the datazuum brand in 2012, with a view to working with executives to deliver data strategy at a time when data was not seen as a business asset. Today datazuum delivers projects across both private and public sectors including: Charities, Financial Services (Banking & Insurance), Government, Housing & Construction, Law Enforcement, Logistics, Media & Publishing, Outsourcing, Postal, Retail, Telecoms, Transport and Utilities. Samir has 20 years of international experience across Europe, North America, and Africa. Is a regular speaker at international conferences, coach / mentor, a charity fundraiser, and youth champion for Working Knowledge - supporting young people to achieve their personal and career goals in life. Samir lives in London with his wife and daughter. Contact: samir@datazuum.com

This week we discuss a VERY popular question we're often asked - "How do I create a data engineering project portfolio?" We cover some ideas for what to include in your project portfolio, as well as some suggestions for making it visible to potential hiring managers and recruiters. --------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

This week we discuss a VERY popular question we're often asked - "How do I create a data engineering project portfolio?". We cover some ideas for what to include in your project portfolio, as well as some suggestions for making it visible to potential hiring managers and recruiters. This is a live Q&A on LinkedIn Live. Note: Apologies in advance for Joe's mic, which cut out during the first part of the episode. ------------------------------------- TERNARY DATA We are Matt and Joe, and we're "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.com/company/ternary-data/ YouTube - https://www.youtube.com/channel/UC3H60XHMp6BrUzR5eUZDyZg

On this week's episode of The Data Stack Show, Eric and Kostas are joined by Matthew Housley, CTO, and Joe Reis, CEO and co-founder of Ternary Data. These self-described “recovering data scientists” focus on teaching skills to build a solid foundation for organizations to work with their data.Highlights from this week's episode include:Joe and Matt's background and expertise (2:44)Common threads and trends in the data sphere (9:39)Differences and commonalities between startups and enterprises and the way they deal with data (18:28)Discussing how the role of data engineering has evolved over the years and what it might morph into in the near future (27:52)The ideal data infrastructure and what future shifts excite them (39:52)How ML is shaping the data space (44:30)The state of real time (49:56)The Data Stack Show is a weekly podcast powered by RudderStack. Each week we'll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.