Podcasts about data systems

Send Everyday AI and Jordan a text messageYour data is your moat. Everyone's got AI now. Find out how reliable data can make your competitive edge happen. Barr Moses, Co-Founder and CEO of Monte Carlo, joins us to discuss.Newsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageJoin the discussion: Ask Jordan and Barr questions on AI and dataUpcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:1. the Importance of Data2. Challenges and Opportunities in Leveraging Data3. Adoption of Data Practices4. Data Use Case Examples5.Generative AI, LLMs, and Data IntegrationTimestamps:00:00 Empower AI proficiency with daily insights.06:02 Data observability ensures reliability and issue resolution.07:15 Understanding data's importance is crucial for businesses.13:07 Personalized AI relies on unique enterprise data.15:20 Large enterprises struggle with data consistency, smaller teams advantage.19:42 Generative AI analyzes sports data for insights.22:56 Personalized financial products using reliable data.23:56 Credit Karma Intune boosts external and internal productivity.28:02 Peak data reached; synthetic data becomes crucial.30:36 Recap available on your everydayai.com.Keywords:Generative AI, Data Usage, Data Accuracy, High-Quality Data, AI Implementation, Brand Reputation, Small Business Data Management, Data Systems, Trusting Data Sources, Everyday AI Podcast, Microsoft Partnership, Barr Moses, Monte Carlo, Data Downtime, Data Issues, Data Products, Data Observability, Data Adoption Forecast, Smaller Team Advantages, Microsoft WorkLab Podcast, Data Quality Monitor Recommendations, AI and Data Integration, Personalized Financial Products, Coding Assistants, AI for Compliance Reporting, Large Language Models, Synthetic Data, Real-World Data, Data Governance, Data Quality Management. Ready for ROI on GenAI? Go to youreverydayai.com/partner

Reagan Williamson specializes in a unique combination of skills including research, marketplace economics, marketing and real estate investment both locally and nationally. With over 25 years of living and working as a real estate broker in San Antonio, he understands the changing dynamics of the local real estate market and will use this information when working with his clients. He is the team lead for the Spencer Hasch Team and thoroughly enjoys being heavily involved in each transaction, always supporting his team members and celebrating their successes. Reagan is consistently ranked in the top 100 producing agents of an MLS that has 15,000 members. Typically he will transact 120 sides a year and close $60mm in volume. [PARTNER WITH US] Get instant 1-on-1 access to over 26 of the top agents in the country to help scale your business.

Joy Reid leads this episode of the ReidOut with Judge Tanya Chutkan's rejection of efforts brought by 14 states to curtail Elon Musk and DOGE's access to federal data across seven agencies. Joy and her guests discuss this plus Trump's continued revenge tour, this time with the resignation of the head of the criminal division of the U.S. Attorney's office for Washington, D.C., after she refused to carry out politically motivated orders. Also in this episode, chaos in New York City with the mass resignations of Mayor Eric Adams' deputy mayors, and New York Governor Kathy Hochul holding meetings to decide whether to remove Adams from office. Plus, negotiations in Saudi Arabia about the war in Ukraine and Russia, but without Ukraine present. All this and more in this edition of The ReidOut on MSNBC.

The National Science Foundation fired 168 probationary employees Tuesday as part of the Trump administration's efforts to reduce the size of the federal workforce, the agency confirmed. In a written statement, NSF spokesman Mike England pointed to President Donald Trump's executive order last week that included plans to reduce the size of the federal workforce as part of the work of the Department of Government Efficiency, or DOGE. “To ensure compliance with this E.O. the National Science Foundation has released 168 employees from Federal service effective today,” England said. “We thank these employees for their service to NSF and their contributions to advance the agency mission.” He confirmed that all of the terminated employees were probationary. A federal judge Tuesday denied a request from Democratic attorneys general to temporarily cut off Department of Government Efficiency access to U.S. government IT systems, delivering a blow to states aiming to sideline the ongoing Elon Musk-led data expedition at agencies. Judge Tanya Chutkan of the U.S. District Court for the District of Columbia ruled that the states did not show that they would “suffer imminent, irreparable harm absent a temporary restraining order.” The state AGs had argued that Musk's actions in deploying DOGE surrogates to root around in federal computer systems violated the Constitution's appointments clause due to the fact that he has not been nominated by the president and confirmed by the Senate. Though no one has been more closely associated with DOGE than Musk, a Trump administration official said in a court filing Monday that the world's richest man is merely a senior advisor to the president and not a DOGE employee or the DOGE administrator. The Daily Scoop Podcast is available every Monday-Friday afternoon. If you want to hear more of the latest from Washington, subscribe to The Daily Scoop Podcast  on Apple Podcasts, Soundcloud, Spotify and YouTube.

Motor racing has a long tradition as an incubator of technology. AI is the latest example as tech companies flood into the sport as partners, helping teams harness AI to improve performance. F1 increasingly uses AI in its TV and online coverage to provide insights and content tailored for fans. The FIA is also getting in on the act; this week it announced that AI will now help the F1 race officials and play a role in sensitive decisions on things like track limits and analysis of race incidents. So what impact is AI already having on F1? Where might it get involved in the future? And should there be a limit to how far it goes? We hear from a panel of industry experts: Rob Smedley, CEO of Smedley Group, Former F1 Director of Data Systems; Ferrari and Williams engineer, Joe Carroll, General Manager, Telco, Media, Entertainment, Games and Sport, Amazon Web Services and Stephane Timpano, CEO Aspire, which runs the A2RL autonomous racing league, where the AI coders are the stars. In the studio with James are Autosport's F1 Business Correspondent Mark Mann-Bryans and Sam Agini from the Financial Times. Send your comments or questions to: @jamesallenonf1 on X/Twitter or jamesallenonf1@autosport.com. Producer: Dre Harrison Executive Producer: Jason Swales A Motorsport Studios production for Autosport

Dr. Rebecca Homkes is a global high-growth strategy expert, lecturer at London Business School, and faculty member at Duke Corporate Education. With a background in economics from LSE, Rebecca advises leadership teams across industries, helping them execute breakthrough growth strategies that navigate uncertainty and deliver transformative results.(00:00) - Dr. Rebecca Homkes (01:51) - Meet Rebecca Homkes: High Growth Strategy Expert (04:52) - Understanding Breakthrough Growth (06:08) - Embracing Uncertainty as a Growth Opportunity (11:58) - Learning Velocity: The Key to Thriving (19:02) - AI and Value Creation in 2025 (23:08) - Proactive Survival Strategies (25:15) - Building a Strong Foundation for Growth (25:56) - Tracking Progress with Data Systems (26:58) - Survive Layer: Beyond the Basics (27:42) - Understanding the Reset Phase (28:22) - Reset Questions and Frameworks (31:30) - (33:19) - Setting Goals and Priorities (39:19) - Thrive: The Fun Part of Growth (43:53) - Conclusion and Farewell Connect with 2X eCommerce:Website: 2X eCommerce Website → https://2xecommerce.com/podcast/Instagram: 2X eCommerce Instagram → https://www.instagram.com/2xecommerce/Twitter: 2X eCommerce Twitter → https://twitter.com/2XeCommerceYouTube: 2X eCommerce YouTube → https://www.youtube.com/@2XeCommerce/Get a Copy of Kunle's BookElevate your e-commerce game with Kunle Campbell's book, "E-Commerce Growth Strategy: A Brand-Driven Approach to Attract Shoppers, Build Community and Retain Customers." Discover practical strategies and insights to boost your e-commerce growth.Buy on Amazon → https://amzn.to/3ybY6WSBuy on Walmart → https://bit.ly/3swOuDeBuy on Kogan Page → https://bit.ly/44DylLnBuy on Barnes & Noble → https://bit.ly/3Pgd4B4Buy on WHSmith → https://bit.ly/4bfr9r3Sponsors:This episode is proudly brought to you by:1️⃣ REVIEWS.io↳ Drive Sales & Reduce Marketing Spending with REVIEWS.ioREVIEWS.io offers an affordable, all-in-one platform for collecting and displaying customer reviews. It's easy for you to set up and simple for your customers to leave reviews, helping you boost both trust and conversions from anyone discovering your brand on Google.With REVIEWS.io, you can increase your Google conversions by up to 26%, improve click-through rates, and lower your ad costs—all with a platform built for busy eCommerce operators like you.To find out more, head over to Reviews.ioGet 10% off your first year—use the could ‘2x' when you sign up or click here.New customers only. Terms and conditions apply.

Send Everyday AI and Jordan a text messageYour data is your moat. Everyone's got AI now. Find out how reliable data can make your competitive edge happen. Barr Moses, Co-Founder and CEO of Monte Carlo, joins us to discuss. Newsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageJoin the discussion: Ask Jordan and Barr questions on AI and dataUpcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:1. the Importance of Data2. Challenges and Opportunities in Leveraging Data3. Adoption of Data Practices4. Data Use Case Examples5.Generative AI, LLMs, and Data IntegrationTimestamps:00:00 Empower AI proficiency with daily insights.06:02 Data observability ensures reliability and issue resolution.07:15 Understanding data's importance is crucial for businesses.13:07 Personalized AI relies on unique enterprise data.15:20 Large enterprises struggle with data consistency, smaller teams advantage.19:42 Generative AI analyzes sports data for insights.22:56 Personalized financial products using reliable data.23:56 Credit Karma Intune boosts external and internal productivity.28:02 Peak data reached; synthetic data becomes crucial.30:36 Recap available on your everydayai.com.Keywords:Generative AI, Data Usage, Data Accuracy, High-Quality Data, AI Implementation, Brand Reputation, Small Business Data Management, Data Systems, Trusting Data Sources, Everyday AI Podcast, Microsoft Partnership, Barr Moses, Monte Carlo, Data Downtime, Data Issues, Data Products, Data Observability, Data Adoption Forecast, Smaller Team Advantages, Microsoft WorkLab Podcast, Data Quality Monitor Recommendations, AI and Data Integration, Personalized Financial Products, Coding Assistants, AI for Compliance Reporting, Large Language Models, Synthetic Data, Real-World Data, Data Governance, Data Quality Management.

In this episode, we welcome Academy Fellows, Kathy Stack and Pari Sabety, and Academy Director of Studies, Brenna Isman, to discuss the Academy's new guidance to empower policy, data, and finance leaders at all levels of government with a shared understanding of how to leverage and combine funding for robust, efficient integrated data systems and evaluation capacity.Links:A Field Guide for Financing Integrated Data Systems and Evaluation in the Public SectorSupport the Podcast Today at:donate@napawash.org or 202-347-3190Music Credits: Sea Breeze by Vlad Gluschenko | https://soundcloud.com/vgl9Music promoted by https://www.free-stock-music.comCreative Commons Attribution 3.0 Unported Licensehttps://creativecommons.org/licenses/by/3.0/deed.en_

How do you build data systems for contexts where there is low digital literacy? As part of IDEMS' support for Manor House Agricultural Centre in Kenya, we're looking to create digital systems which can help them manage the complex farm and training centre. David and Lucie discuss the origins of this idea, the practical implications, and the opportunities.

Q: What positions are critical to the long-term health of your organization?Regardless of the type of organization (corporate, government, non-profit) these roles are essential for them to thrive and are typically hard to fill.Q: Who's included in the talent pool with the ability to advance to key positions?Q: How are they prepared to meet the business need?When leadership teams are diverse in thought, skill and culture, the organization is better prepared to innovate new products and services, dominate their competitive landscape, and reinvigorate organizational talent to exceed performance expectations.Join this candid conversation on the Inclusive Enterprise Conversation Podcast with  Dr. John Greene, Senior Vice President and CHRO of TDS® Telephone and Data Systems, a diversified telecommunications company serving over six million customers nationwide.We discussed the opportunity to think differently and enhance current talent processes by making DEI part of succession planning with real-world actionable, coachable success practices to grow the business.It doesn't take longer to build your leadership pipeline, instead it takes concerted effort and intention to challenge the status quo, to make your teams and organization stronger.  Achieve even higher levels of performance by realizing everyones' full potential.John's leadership experience provides a solid foundation for a pragmatic and inclusive approach to succession with real-world application. He draws from leadership roles in the military and in corporations with Johnson Controls, RHR International Consulting including his first TDS role as Vice President, Enterprise Diversity, Equity & Inclusion where he led the development and implementation of the enterprise DEI strategy across the TDS family of companies and advanced to Senior Vice President, Human Resources Officer for the firm.As organizations continue to establish a new norm for recruiting, retaining, and engaging talent, the best companies are mindful of the benefits of intentional succession planning.These organizations understand that while their counterparts are busy facilitating replacement planning processes, their most competitive advantage stems from strategic talent management that supports both the current and future needs of the business. Creating Workplace Cultures of Belonging....

In this episode we meet Scott, N1VG, the owner of Argent Data Systems.  Scott is a long time maker and innovator that has brought several ham radio and commercial communications products to market including TNC's (Terminal Node Controllers), APRS trackers, weather stations and even a LED illuminated hula hoop ! We talk about Scott's inspiration, design and manufacturing process and learn what it's like to start up a ham radio businses from scratch. 

In this episode, we sit down with Emily Bell Wooten from Flair Data Systems to delve into the vital topic of cybersecurity. Emily shares her unique career path, emphasizing the importance of connections and networking in the tech industry. We discuss the staggering cost of cybercrime, the alarming frequency of email security incidents, and the critical need for education and resources to protect businesses from cyber threats. Plus, we highlight the upcoming State of Cybersecurity event and the importance of empowering women and girls in STEM. Get ready for an insightful conversation packed with valuable takeaways to help you navigate the digital age securely.

Most of us that are driving and racing are using data of some sort. So, how can you use that data to make you a better driver?Bill Stevens with BnS Racing Services shares his data wisdom with us and gives us some good ideas on how to use data.  Bill represents Race-Keeper and provides coaching to drivers using Race Keeper.How to connect with Bill:https://bnsracingservices.com/Race Keeper Facebook GroupGet on track!The Atomic Autosports track day, which is geared towards novices, is September 1, 2024 at Nelson Ledges Road Course.  This will be the Sunday during the 944 Fest weekend.  Learn more here: Atomic Autosports Open Lapping DaySave on race tires!Use code: AtomicVIP at TrackDayTire.com to get special pricing on Hoosier and Toyo tires.  That code will also get you a buy three get one free deal on the Continental Extreme Contact Force (TW200) tire.Racing with Rad Air.  Want to get on track in wheel to wheel racing with ChampCar?  Checkout the listings on Seat4Sale.Want to live Life In The Fast Lane?  Connect with Bill Snow to learn more about franchise opportunities with Rad Air Complete Car Care.  Learn more at: Franchising with Rad Air.   Fill out the short form near the bottom of the page and Bill will be in touch.Check out our sponsors:LMS-EFI Website, Facebook, InstagramAtomic Autosports Website, Facebook, InstagramETC Coaching Michael Ribas on LinkedIn, ETC Website, ETC InstagramFollow us!Late to Grid - InstagramLate To Grid - FacebookLate To Grid - TwitterEpisodes on YouTubeOur Host, Bill - Instagram and TikTokThanks for listening and taking an interest in growing grassroots racing. The Late To Grid podcast shares the stories and inspiration that help listeners along their motorsports journey. Find all episodes on the Atomic Autosports website.

Outline00:00 - Intro01:17 - Early Years04:17 - The “Scenic Route” to Control Theory12:44 - Sampled Data Systems22:26 - Linear Parameter Varying (LPV) Identification28:07 - From Distributed Systems and PDEs ...38:59 - ... to Distributed Control of Spatially Invariant Systems49:02 - Taming the Navier-Stokes Equations50:55 - Advice to Future Students1:13:12 - Coherence in Large Scale Systems1:32:28 - On Resistive Losses in Power Systems1:39:00 - Cochlear Instabilities1:50:40 - Stochasticity in Feedback Loops2:00:00 - About Linear and Nonlinear Control2:08:14 - How to Select a Research Problem2:14:21 - Future of Control2:22:06 - OutroLinks- Paper on moment-invariants and object recognition: https://tinyurl.com/26tnks3z- Bassam's PhD Thesis: https://tinyurl.com/3n2274dv- Identification of linear parametrically varying systems: https://tinyurl.com/mryebhhy- Distributed control of spatially invariant systems: https://tinyurl.com/rzszjch2- Shift Operator: https://tinyurl.com/24fwehet- Heat Equation: https://tinyurl.com/57rc6s7h- Navier-Stokes Equations: https://tinyurl.com/45ktrd2e- The impulse response of the Navier-Stokes equations: https://tinyurl.com/4vaausfn- Non-Normal Matrix: https://tinyurl.com/58z4sph8- Coherence in large-scale networks: https://tinyurl.com/ynm5cbay- The Price of Synchrony: https://tinyurl.com/3svzancw- Tinnitus: https://tinyurl.com/yc5hm549- Cochlear Instabilities: https://tinyurl.com/fjespjbj- Stochasticity in Feedback Loops: https://tinyurl.com/yc6aw9xt- Koopman Operator: https://tinyurl.com/3jeu68p8- Carleman Linearization: https://tinyurl.com/yckzrnfh- Mamba Model: https://tinyurl.com/33h59jwj- Spectral Factorization: https://Support the Show.Podcast infoPodcast website: https://www.incontrolpodcast.com/Apple Podcasts: https://tinyurl.com/5n84j85jSpotify: https://tinyurl.com/4rwztj3cRSS: https://tinyurl.com/yc2fcv4yYoutube: https://tinyurl.com/bdbvhsj6Facebook: https://tinyurl.com/3z24yr43Twitter: https://twitter.com/IncontrolPInstagram: https://tinyurl.com/35cu4kr4Acknowledgments and sponsorsThis episode was supported by the National Centre of Competence in Research on «Dependable, ubiquitous automation» and the IFAC Activity fund. The podcast benefits from the help of an incredibly talented and passionate team. Special thanks to L. Seward, E. Cahard, F. Banis, F. Dörfler, J. Lygeros, ETH studio and mirrorlake . Music was composed by A New Element.

Highlights from this week's conversation include:The Evolution of Data Systems (0:47)The Role of Open Source Software (2:39)Challenges of Time Series Data (6:38)Architecting InfluxDB (9:34)High Cardinality Concepts (11:36)Trade-Offs in Time Series Databases (15:35)High Cardinality Data (18:24)Evolution to InfluxDB 3.0 (21:06)Modern Data Stack (23:04)Evolution of Database Systems (29:48)InfluxDB Re-Architecture (33:14)Building an Analytic System with Data Fusion (37:33)Challenges of Mapping Time Series Data into Relational Model (44:55)Adoption and Future of Data Fusion (46:51)Externalized Joins and Technical Challenges (51:11)Exciting Opportunities in Data Tooling (55:20)Emergence of New Architectures (56:35)Final thoughts and takeaways (57:47)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.

Send us a Text Message.Unlock the full potential of your database management with our deep dive into scalability strategies that can revolutionize how you handle data growth and system performance. Jessica Ho, a sharp-minded listener, brought forth questions that led us to explore the intricate dance of read-through versus cache-aside caching. We break down when to use each technique for the utmost data consistency across varying applications. Not stopping there, we also shed light on Redis and its dual capabilities as a powerhouse in-memory data structure store, adept at enhancing your caching solution both locally and remotely.As we navigate through the labyrinth of database replication, you'll gain an understanding of the follower-leader model and its pivotal role in read-heavy applications—think TikTok or URL shorteners. We don't shy away from discussing the risks of single points of failure and the solutions like automatic failover that keep databases humming along. The conversation gets even more exciting as we delve into the advanced territory of multi-leader replication, a strategy that ups the ante on fault tolerance and caters to a global user base, reducing latency and the dread of write losses.The episode wraps with an exploration of the various sharding methods, each with its own set of benefits and hurdles. Whether it's key-based sharding, range-based sharding, directory-based sharding, or geobased sharding we help you navigate these techniques to find the best fit for your specific needs. And as a bonus, we tease what's on the horizon for our tech-savvy listeners: the enthralling world of messaging queues. Be sure to hit subscribe for this and other forthcoming topics that will arm you with the know-how to stay ahead in the tech game. Join us on this journey, and let's conquer the scalability challenge together!Support the Show.Dedicated to the memory of Crystal Rose.Email me at LearnSystemDesignPod@gmail.comJoin the free Discord Consider supporting us on PatreonSpecial thanks to Aimless Orbiter for the wonderful music.Please consider giving us a rating on ITunes or wherever you listen to new episodes.

Wes McKinney is the co-creator of pandas library and he is the cofounder of Voltron data. Currently he is a principal Architect at Posit and an investor in data systems. Daliana's Twitter: ⁠https://twitter.com/DalianaLiu⁠ Daliana's LinkedIn: ⁠https://www.linkedin.com/in/dalianaliu/⁠ Wes' LinkedIn: https://www.linkedin.com/in/wesmckinn/ (00:00:00) Introduction (00:00:44) How Pandas Started (00:06:40) Voltron Data (00:10:03) Benefits of Easy-to-Use Data Tools (00:13:20) The Rise of New Data Tools (00:18:07) Choosing Tools: Vertical or Flexible? (00:23:01) Big Models and Data Tools (00:29:29) Challenges in Building a Product (00:31:28) Becoming a Top Architect (00:34:55) Missed Aspects of Previous Roles (00:39:04) A Busy Week: Advising, Designing, Investing (00:43:42) Improving Open Source (00:45:24) How to Decide What to Work On (00:46:28) What he's learning now (00:47:56) Excitement in Career and Life (00:48:29) Using ChatGPT for Learning (00:50:27) Future Impact Goals

Unlock the secrets to transforming your data engineering strategies with Hubert Dulay, the mastermind behind "Streaming Data Mesh," in a riveting exploration of how the field is evolving beyond monolithic systems. As we converse with this data integration expert, you'll gain unparalleled insights into the decentralization wave sweeping across data management. Hubert unveils the power of domain-centric stewardship, where domain engineers are empowered with SQL to revolutionize analytics. Meanwhile, he advocates for a paradigm shift—one that involves harnessing data right from its origin, ensuring a seamless journey to analytics that aligns perfectly with Data Mesh's core tenets.Venture into the future with John and Hubert as they dissect the burgeoning appeal of Postgres and its ascension in the database echelon. Discover how the fusion of operational and analytical databases is redefining the industry, with a spotlight on how companies like American Airlines leverage real-time data for critical decisions in aircraft maintenance. As Hubert and John navigate the intricacies of implementing a data mesh without the pitfalls of data duplication or spiraling costs, you'll be equipped with knowledge on crafting effective data management strategies. This is an episode for those who recognize that mastering operational analytics is not just a competitive edge but an essential cornerstone for every forward-thinking enterprise.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.

Today's guest is an entrepreneur who got her skills in organizing business systems where any young talent might consider learning efficiency: the Chick-fil-a drive-thru. Sarah Hinkley, CEO of Barn Owl Precision Ag, actually helped to build the fast-food chain's drive-thru system as we know it today (alongside her brother). Watching a major company leverage technology to solve problems really inspired Sarah and from that, a company was born.  Sarah gets into Barn Owl's inception, creating new innovation to supplement a massive labor problem and listening to what growers need today, tomorrow and what would be nice in the future. She dives into how a Barn Owl robot functions and what factors are driving the need for more agility on-farm. As a serial minded entrepreneur, Sarah also provides insight into launching an idea into a business, creating solutions to problems and making a difference through your work (even when it hurts).  

Highlights from this week's conversation include:Introduction of the panel (0:05)Defining composable data stack (5:22)Components of a composable data stack (7:49)Challenges and incentives for composable components (10:37)Specialization and modularity in data workloads (13:05)Organic evolution of composable systems (17:50)Efficiency and common layers in data management systems (22:09)The IR and Data Computation (23:00)Components of the Storage Layer (26:16)Decoupling Language and Execution (29:42)Apache Calcite and Modular Frontend (36:46)Data Types and Coercion (39:27)Describing Data Sets and Schema (42:00)Open Standards and Frontiers (46:22)Challenges of standardizing APIs (48:15)Trade-offs in building composable systems (54:04)Evolution of data system composability (56:32)Exciting new projects in data systems (1:01:57)Final thoughts and takeaways (1:17:25)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.

States are working to build and modernize integrated data systems to help public agencies better understand and respond to the needs of students, families, and communities, which is critical in the post COVID-19 era. To integrate data from across sectors effectively, states need to consider many legal and technical challenges as well as data privacy concerns and system security. In this episode, host Danny Torres talks with Baron Rodriguez, Executive Director for WestEd's Data Integration Support Center (DISC), and Sean Cottrell, Director of Operations for DISC, about the Center's comprehensive services and why integrating data from across sectors—including education, workforce, social services, and criminal justice—can help state leaders and policymakers address the needs of the whole child, the whole person, and the whole community. Their conversation covers the following topics: How DISC services can support public agencies, often at no cost Why integrated data systems are important in the post-COVID era DISC's five areas of support: planning and user-centered design, legislative analysis, external legal supports, privacy, and system security Learn more about the WestEd Data Integration Support Center. Episode Transcript Additional Resources Building and Modernizing Integrated Data Systems to Support the Whole Person (Blog) Privacy Within Data Integration Systems: Q&A With DISC's Laia Tiderman and Sean Cottrell (Blog) DISC Website Resources (Website)

Follow: https://stree.ai/podcast | Sub: https://stree.ai/sub | New episodes every Monday! In this episode of "The Real Time Analytics Podcast," Tim Berglund is joined by returning guest Peter Corless (Director of Product Marketing, StarTree) to delve into the complex world of federated data systems. They discuss the evolution of data architectures, the challenges of federated identity and data governance, and the implications for modern businesses. Tune in for an insightful conversation on the intricacies and future directions of federated data in an era of diverse and interconnected systems.

Dr. David Newman-Toker, Director of the Johns Hopkins University School of Medicine, discusses his time with House members talking about the bias and privacy issues involved with artificial intelligence; Dana Moore, Deputy Director for the Center for Health Statistics and Informatics and the Chief Data Officer at the California Department of Public Health, says modernized data systems help improve decision making; Mike Fraser, ASTHO CEO, tells us ASTHO has developed a comprehensive guide to the top ten public health issues you might expect this year; and ASTHO celebrates the new year with a new website about public health preparedness. The Hill News Article: Health care leaders seek regulation, transparency for AI in health industry ASTHO Webpage: Public Health Legislative Trends in 2024 – A Note from ASTHO CEO ASTHO Webinar: INSPIRE – Readiness Website Launch - Strengthening Public Health Preparedness  

Highlights from this week's conversation include:The Evolution of Databases and Data Systems (2:33)Abstracting Data for Business Users (4:31)Building a Database for Google-like Search (7:58)The Big Data Explosion (11:10)Selling Myspace as First Customer (13:14)Starting ActionIQ (16:57)The customer-centric organization (22:46)Transitioning to customer data focus (23:53)Understanding business users' needs (28:30)Supporting Arbitrary Queries and Data Models (34:42)Unique Technical Perspective of Clickstream Data (37:01)The value per terabyte of data (46:45)Building a product for multiple personas (50:45)Composability and Benefits (58:05)Evolution of Storage and Compute (1:00:09)Composability and Treasure Data (1:02:10)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.

Today we're joined by Cody Coleman, co-founder and CEO of Coactive AI. In our conversation with Cody, we discuss how Coactive has leveraged modern data, systems, and machine learning techniques to deliver its multimodal asset platform and visual search tools. Cody shares his expertise in the area of data-centric AI, and we dig into techniques like active learning and core set selection, and how they can drive greater efficiency throughout the machine learning lifecycle. We explore the various ways Coactive uses multimodal embeddings to enable their core visual search experience, and we cover the infrastructure optimizations they've implemented in order to scale their systems. We conclude with Cody's advice for entrepreneurs and engineers building companies around generative AI technologies. The complete show notes for this episode can be found at twimlai.com/go/660.

Early in the COVID-19 pandemic, inconsistent data collection and reporting made it difficult for U.S. public health agencies to respond to the disease's inequitable impacts. Demographic and socioeconomic factors, such as age, race, ethnicity, gender, income, and disability status, were particularly challenging to capture. The same data issues would later impede agencies' ability to prioritize vaccinations for the people most impacted by the pandemic. Even though COVID-19 is no longer a global public health emergency, the underlying data problems remain. “What's at stake is saving lives,” says Alonzo Plough, chief science officer and vice president of research, evaluation, and learning at the Robert Wood Johnson Foundation (RWJF), who joins us for this episode of Mathematica's On the Evidence podcast. Plough explains, “bad data, lack of timely data, [and] lack of connected data” result in “missing opportunities for early intervention that can save lives.” In this two-part episode, Plough joins George Hobor, Javier Robles, and Anita Chandra, as they discuss the deficits of the U.S. public health data infrastructure, how these deficits affect health equity, and how public health agencies can improve their responses to public health crises by transforming their data systems. - Hobor is a senior program officer at RWJF. - Robles is director of the Center for Disability Sports, Health, and Wellness at Rutgers University and was a member of RWJF's National Commission to Transform Public Health Data Systems. - Chandra is vice president and director of RAND Social and Economic Well-Being at the RAND Corporation. In part 1, Mathematica's Deric Joyner speaks with Plough about the motivation behind the Transforming Public Health Data Systems initiative. In part 2, Mathematica's Dave Roberts moderates a conversation between Hobor, Robles, and Chandra, about insights from the initiative and what changes need to happen next to improve the nation's public health data infrastructure. Part 2 is available here: https://on.soundcloud.com/ZoipS Transcripts for parts 1 and 2 are available here: https://mathematica.org/blogs/improving-health-equity-by-transforming-public-health-data-systems

Early in the COVID-19 pandemic, inconsistent data collection and reporting made it difficult for U.S. public health agencies to respond to the disease's inequitable impacts. Demographic and socioeconomic factors, such as age, race, ethnicity, gender, income, and disability status, were particularly challenging to capture. The same data issues would later impede agencies' ability to prioritize vaccinations for the people most impacted by the pandemic. Even though COVID-19 is no longer a global public health emergency, the underlying data problems remain. “What's at stake is saving lives,” says Alonzo Plough, chief science officer and vice president of research, evaluation, and learning at the Robert Wood Johnson Foundation (RWJF), who joins us for this episode of Mathematica's On the Evidence podcast. Plough explains, “bad data, lack of timely data, [and] lack of connected data” result in “missing opportunities for early intervention that can save lives.” In this two-part episode, Plough joins George Hobor, Javier Robles, and Anita Chandra, as they discuss the deficits of the U.S. public health data infrastructure, how these deficits affect health equity, and how public health agencies can improve their responses to public health crises by transforming their data systems. - Hobor is a senior program officer at RWJF. - Robles is director of the Center for Disability Sports, Health, and Wellness at Rutgers University and was a member of RWJF's National Commission to Transform Public Health Data Systems. - Chandra is vice president and director of RAND Social and Economic Well-Being at the RAND Corporation. In part 1, Mathematica's Deric Joyner speaks with Plough about the motivation behind the Transforming Public Health Data Systems initiative. In part 2, Mathematica's Dave Roberts moderates a conversation between Hobor, Robles, and Chandra, about insights from the initiative and what changes need to happen next to improve the nation's public health data infrastructure. Part 1 is available here: https://on.soundcloud.com/iQcZ4 Transcripts for parts 1 and 2 are available here: https://mathematica.org/blogs/improving-health-equity-by-transforming-public-health-data-systems

Data is a key component of our teaching. When used correctly, data should guide our teaching in order to ensure that our students are getting the instruction, support, and practice they need to learn what we are teaching them. That means that we need to be smart about how we take data, analyze it, and make needed changes to our instruction. By using progress monitoring to allow our students' performance to guide our teaching, we are able to teach more effectively.So how do you know how much data to take? I have 3 rules to follow for progress monitoring without it taking up all your time. And be sure to check out the FREE Taming the Data Monster Webinar to learn how to create a meaningful classroom data system! 03:44 - How to know when to take more or less data04:21 - What kinds of skills need more frequent data 05:45 - The importance of reviewing your data to guide instruction09:12 - What action step you can take to improve your data collection and progress monitoringShow Notes: http://autismclassroomresources.com/episode187Resources:Graphing instructional data with Google SheetsGraphing instructional data with ExcelWatch the free data webinarEditable Behavior Data SheetsEditable Instructional Data SheetsJoin the Autism Classroom Resources' Free Resource Library Get more information about the Special Educator AcademyJoin the Free Facebook Group If you're enjoying this podcast, could you please take a quick moment to leave your review on Apple Podcasts? It would mean the world to me and will help spread the word to other special educators. ⭐️⭐️⭐️⭐️⭐️

In this episode of the Becker's Healthcare Podcast, Erica Carbajal, writer and editor at Becker's Healthcare, is joined by Greg Howard, Director of Hospital Interoperability Sales at ZOLL Data Systems. Together, they explore the critical issue of the data gap in healthcare, particularly in tracking stroke, STEMI, and trauma team performance. Greg, drawing from his paramedic background, discusses the challenges in bridging this data gap, the importance of real-time information for emergency care, and how ZOLL Care Exchange is helping address these issues. Tune in for valuable insights into improving patient care and streamlining data interoperability in healthcare.This episode is sponsored by Zoll Data Systems.

In this episode of the Becker's Healthcare Podcast, Erica Carbajal, writer and editor at Becker's Healthcare, is joined by Greg Howard, Director of Hospital Interoperability Sales at ZOLL Data Systems. Together, they explore the critical issue of the data gap in healthcare, particularly in tracking stroke, STEMI, and trauma team performance. Greg, drawing from his paramedic background, discusses the challenges in bridging this data gap, the importance of real-time information for emergency care, and how ZOLL Care Exchange is helping address these issues. Tune in for valuable insights into improving patient care and streamlining data interoperability in healthcare.This episode is sponsored by Zoll Data Systems.

We're joined by the co-founders of Warpstream Labs, Richie Artoul and Ryan Worl, to talk about how exploring your curiosity as a software engineer can lead to all sorts of interesting avenues and opportunities, like going from a coding bootcamp grad to building Warpstream - a Kafka-compatible data streaming platform.You may remember Richie from our previous podcast Escaping Web! Richie is one of Oz's students at Bradfield, and he's always up to something interesting and computer science-y.Shownotes:Warpstream Labs Kafka is Dead, Long Live Kafka (Warpstream blog)Richie's "Escaping Web" episodeIntroducing Husky (Datadog blog)Turing Tumble (game where you build logic gates with marbles)

Vikas chats with fellow UK abdominal radiologists Ed and Joe about pancreatic lesions and prostate MRI. Abbreviated imaging studies, clinically appropriate recommendations, Radiology Reporting and Data Systems and kilometres of colons!    Find the lectures ► https://radiopaedia.org/courses/abdominal-lectures Our Rad-RADS April Fool  ► https://radiopaedia.org/courses/rad-rads-reporting-and-data-system Radiopaedia 2023 Virtual Conference ► https://radiopaedia.org/courses/radiopaedia-2023-virtual-conference Become a supporter ► https://radiopaedia.org/supporters Get an All-Access Pass ► https://radiopaedia.org/courses/all-access-course-pass Andrew's Twitter ► https://twitter.com/drandrewdixon Frank's Twitter ► https://twitter.com/frankgaillard Ideas and Feedback ► podcast@radiopaedia.org   The Reading Room is a radiology podcast intended primarily for radiologists, radiology registrars and residents. 

Ry Walker is Founder of open source data companies Astronomer and CoreDB. Astronomer is the commercial company tied to the popular open source data workflow management system Apache Airflow, and CoreDB is a database company based on the popular open source database Postgres. CoreDB has raised $7M from investors including Venrock and CincyTech, and Astronomer has raised $283M from investors including Venrock, Insight, and Sierra Ventures. In this episode, we dig into the Astronomer journey and when things really started to work, what a great UI means in the data space, where the idea for CoreDB came from, his learnings around open source monetization, the benefits and drawbacks of building a commercial open source data company, and learnings Ry is taking from Astronomer to his new company CoreDB.

Reagan Williamson specializes in a unique combination of skills including research, marketplace economics, marketing and real estate investment both locally and nationally. With over 25 years of living and working as a real estate broker in San Antonio, he understands the changing dynamics of the local real estate market and will use this information when working with his clients. He is the team lead for the Spencer Hasch Team and thoroughly enjoys being heavily involved in each transaction, always supporting his team members and celebrating their successes. Reagan is consistently ranked in the top 100 producing agents of an MLS that has 15,000 members. Typically he will transact 120 sides a year and close $60mm in volume. [PARTNER WITH US] Get instant 1-on-1 access to over 26 of the top agents in the country to help scale your business.

Liberty Vittert and Munther Dahleh dive into the world of augmented and virtual reality this month with Professor Fox Harrell.  Harrell is Professor of Digital Media & AI in both the Comparative Media Studies Program and the Computer Science and Artificial Intelligence Laboratory at MIT.  Is the world ready for what's coming? Will augmented reality and virtual reality be a force for good or for evil, and what can you do to prepare yourself? You can follow us on Twitter and Instagram @mitidss. Thanks for listening to Data Nation from the MIT Institute of Data Systems and Society.  

Maggie Davis, ASTHO Director of State Health Policy, discusses policies that have been considered or approved across the country since January;  Dr. Gabriel Seidman, Director of Policy at the Lawrence J. Ellison Institute for Transformative Medicine, says agencies need to move pilot data projects to full implementation status; there's still time to reserve an online seat at ASTHO's TechXpo and Futures Forum in Chicago; and Dr. Luigi Ferrucci, Scientific Director of the National Institute on Aging at NIH, says public health leaders need to think of ways to make cities more accessible to an aging population. 2023 Legislative Session Update: Part One Public Health TechXpo and Futures Forum Older Americans Month 2023 Want to live to be 100? Here's what experts recommend.  

ResourcesLawmakers Turn to Data Systems to Guide Vaccine Decision-Making, NCSLMMWR, Vaccination Coverage by Age 24 Months – National Immunization Survey – U.S. 2019-2021, CDCMMWR, Vaccination Coverage with Selected Vaccines and Exemption Rates Among Child in Kindergarten, CDCState Public Health Legislation Database, NCSLStates with Religious and Philosophical Exemptions From School Immunization Requirements, NCSLVaccine Policy Series, NCSL

Kat Atwater returns to The Great Battlefield podcast to talk about what she's been up to since leaving the DNC and founding Community Tech Alliance where they're building better data systems to help the progressive cause.

Mickey Mentzer is currently the Director of Development and Data Systems at the Cincinnati Reds. Mentzer has 20+ years of experience in the IT space, and has worked with all kinds of companies. In this episode, we discuss how Mentzer has created more jobs within the Reds centered around tech. In addition, Mentzer shares his strategy for young professionals who are looking to break into the sports industry. Lastly, we talk about the essential factors that make a candidate successful during the interview process. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app

“Becoming data-driven isn't just about technology; it's really about culture change.” - Stef LuckThank you for tuning in to episode 46 of The CUInsight Network, with your host, Lauren Culp, Publisher & CEO of CUInsight.com. In The CUInsight Network, we take a deeper dive with the thought leaders who support the credit union community. We discuss issues and challenges facing credit unions and identify best practices to learn and grow together.My guest on today's show is Stef Luck, Vice President of Sales at Trellance. Stef begins by sharing her career journey that led her to finding a passion in financial services. She shares how every credit union's data journey is unique and should be determined based on their specific member needs and strategic goals. The team at Trellance delivers a range of analytics, cloud, and talent solutions helping credit unions turn data into insights and take action on those insights to achieve more and improve their member experience. In the big picture, Trellance provides solutions and consulting to guide credit unions in member experience improvements and data migration to cloud-based strategies.During our conversation, Stef explains why becoming a data-driven credit union includes more than technology. She points out that being data-driven is a way of doing business, and there is no end point as it keeps advancing. Stef gives advice on possible starting points when it comes to evolving for those who rely on legacy data systems and silos. She shares how a credit union's data journey requires a change in perspective, such as building a professional culture that values data. Stef explains the four data pillars to determine strategies, understand current placement within your data journey and references a recent white paper by Trellance called How to Build Your Data Maturity Action Plan. This white paper helps credit unions plan their data journey by first understanding where they are within the pillars, what their goals are, and specific actions to take in order to reach those goals. As we look to the future, Stef shares how Trellance plans to continue helping credit unions grow through AI, the cloud, and machine learning.As we wrap up the episode, Stef talks about a recent purchase that she can't live without, what she enjoys doing in her free time including going to the gym and getting back into playing the piano. She also shares her definition of success. Enjoy my conversation with Stef Luck!Find the full show notes on cuinsight.com.Connect with Stef:Stef Luck, Vice President of Sales at Trellancesluck@trellance.comhttps://www.trellance.comStef: LinkedIn Trellance: LinkedIn | Twitter | Facebook

The majority of blog posts and presentations about data engineering and analytics assume that the consumers of those efforts are internal business users accessing an environment controlled by the business. In this episode Ian Schweer shares his experiences at Riot Games supporting player-focused features such as machine learning models and recommeder systems that are deployed as part of the game binary. He explains the constraints that he and his team are faced with and the various challenges that they have overcome to build useful data products on top of a legacy platform where they don't control the end-to-end systems.

A recent report showed positive gains across Oklahoma in state testing, as we continue to climb out of the pandemic. Deputy Superintendent of Assessment, Accountability, Data Systems, and Research at the State Department of Education, Dr. Bryan Koerner, breaks down the numbers and the positive outcomes from the perseverance and hard work of the state's students and educators. Parents and school leaders can access assessment guidance, tools, and support resources for understanding these results at sde.ok.gov/assessment-guidance. Ivy Riggs also returns to provide an update on the legislative special sessions, the beginning of interim studies (including community schools), and why the recent polling for governor and state superintendent is both hopeful and motivation to get more involved.

Cindy Ireland has a 30-plus year career technology career and is currently the Director of Data Systems for the Mountain Area Health Education Center (MAHEC). She has held positions as vice president for a digital media company focused on healthcare professionals, IT leader for a medical device and biotechnology company, and has served in roles in business development, and pharmaceutical marketing. Cindy is also a professional artist with her business Roundhouse Studio Arts, past president of the Asheville Breakfast Rotary Club, and served on the board of Helpmate, Live Boundless, and Meet the Geeks. Connect with Cindy: LinkedIn: www.linkedin.com/in/cindyireland Website: www.roundhousestudioarts.com Connect with Watson: https://www.linkedin.com/in/ten10resilience/ Learn more about the Resilience Initiative www.hashtagresilience.com WHY.os || Coaching || Speaking || Podcast Host || Work with Bereaved Parents --- Support this podcast: https://anchor.fm/watson-jordan/support

In a time crunch? Check out the time stamps below:[00:45] - Moore's Law, where do we go from here?[03:00] - How do we improve data system efficiency?[10:30] - Purpose-built systems (FPGAs)[11:13] - Insights on (FPGAs)[13:32] - Event Streaming[17:50] - Data storage[18:34] - Google's approach to data storage[19:00] - Downtime[21:06] - Serves impact on environment and solutions to optimize[23:00] - Improving data systems, machine learning, artificial intelligence[24:06] - How do we regulate AI?[26:10] - Benefits of simulations through machine learning[28:38] - The impact computer science has on astrophysics[31:09] - How do we defy Moore's Law, the future of quantum computingOur Team:Host: Angelo KastroulisExecutive Producer: Náture KastroulisProducer: Albert PerrottaCommunications Strategist: Albert PerrottaAudio Engineer: Ryan ThompsonMusic: All Things Grow by Oliver Worth

The last time we had Manos on the program, we talked about Moore's Law coming to an end. It's important to note that we can't rely on just sheer computing power doubling to be able to meet our ever-increasing demand for data. We must find new and exciting ways to collect and compute large amounts of data. In this episode of Counting Sand, we will dive deep into what does a database actually do? What is at the core of a data system? Most importantly, how can we use new and exciting techniques to free up the CPU's load by algorithmic trickery. In a time crunch? Check out the time stamps below:[00:53] - Guest Intro [01:30] - Intro to data systems[03:00] - Hardware types[05:00] - Why is it important to choose the right format[10:15] - What is column storage, and what the benefits[16:30] - Injecting the CPU, The hierarchy of memory[20:00] - Why not just duplicate data[22:55] - Acid properties Notable references:Relational Memory: Native In-Memory Accesses on Rows and Columns Our Team:Host: Angelo KastroulisExecutive Producer: Náture KastroulisProducer: Albert PerrottaCommunications Strategist: Albert PerrottaAudio Engineer: Ryan ThompsonMusic: All Things Grow by Oliver Worth

In this week's podcast, NACCHO Government Affairs team members Adriane Casalotti and Kerry Allen discuss the much-anticipated funding opportunity from the Centers for Disease Control and Prevention, “Strengthening the US Public Health Infrastructure, Workforce, and Data Systems.” They also summarize recent developments in Congress on gun safety legislation and the ongoing stalemate around supplemental COVID-19 funding. The podcast also features a discussion about the upcoming Inaugural Public Health Law Practitioners Convening that will be held on August 17-19 in Chicago. The conference theme is “Law, Policy, and Equity in Public Health Practice.” Podcast guests are Gerard “Jerry” Giuliano, Director of the Office of Public Health Legal Affairs for the Nassau County Department of Health, and NACCHO's Director for Public Health Law and Policy Geoffrey Mwaungulu, Jr. Law and policy practitioners are integral to state, tribal, local, and territorial public health practice. They develop and interpret public health authorities, enforce regulations, and leverage the law to positively impact community health. To support the critical role of public health law and policy professionals, CDC and NACCHO have organized this inaugural convening for practitioners.

When Al Farrell tells us that finance leaders must never lose sight of the value of a business asset, as well as acquire a strong understanding of how to optimize the returns on it, we sense his frustration. This is not because he's relating a situation in which management failed both to properly value an asset (which, Farrell tells us, was worth nearly $650 million) and to optimize the asset's returns (which ended up being increased by 12 percent). Instead, Farrell's angst was due to the fact that management's asset utilization improvement feat was achieved on the eve of COVID-19's arrival in the U.S., and the asset that was so adroitly leveraged to pump up returns was none other than a fleet of rental cars some 35,000 vehicles strong. Certainly, few industries were hit harder by COVID's arrival than car rentals, and as car rental businesses go, few suffered a more direct hit than Advantage Rent A Car, where Farrell occupied the CFO office from 2016 to early 2022.   “The car rental business is like the airlines because it requires a great deal of capital investment—but unlike with the airlines, you don't have a firm reservation and people generally don't prepay,” explains Farrell, who notes that in early 2020, after the U.S. announced a travel ban in response to COVID, Advantage's reservation snag was in full view.   “That's when 96 percent of our reservations went up in smoke,” recalls Farrell, who reports that prior to the travel ban, Advantage's growing utilization rates had begun to increase the prospects for selling the company. Says Farrell: “Unfortunately, we didn't come out with the outcome that we wanted, but had COVID not hit, I think that we would have had the very successful sale of a business that was significantly more productive and lucrative than it was when we started out.” –Jack Sweeney 

Over the last couple of years, Harvard Data Systems Lab has been focused on cutting-edge research and applications of complex data systems, focusing on such areas as artificial intelligence and machine learning pipelines. In this episode of Counting Sand, Angelo and Stratos dive deep into what they have learned and what's next in these fields. In a time crunch? Check out the time stamps below:[01:00] - What's new at Harvard Data Systems Lab?[08:20] - What are examples of general data structure applications?[14:13] - How do we decrease the time spent from research to application?[20:23] - What are the benefits of machine learning?[22:15] - What are some helpful tips when writing a thesis?[25:00] - How important is the creative process when writing a research paper? Helpful links:Harvard Data Systems Lab: http://daslab.seas.harvard.edu/Harvard Data Systems Lab Twitter: https://twitter.com/HarvardDASlab Our Team:Host:Angelo KastroulisExecutive Producer: Náture KastroulisProducer: Albert PerrottaCommunications Strategist: Albert PerrottaAudio Engineer: Ryan ThompsonMusic: All Things Grow by Oliver Worth

 Our Team:Host:Angelo KastroulisExecutive Producer: Náture KastroulisProducer: Albert PerrottaCommunications Strategist: Albert PerrottaAudio Engineer: Ryan ThompsonMusic: All Things Grow by Oliver Worth