Podcasts about Lucidworks

What does it really mean to feel seen by an AI?In this episode of The Augmented Life, Michael Tiffany is joined by Keri Rich, VP of Product at Lucidworks, to unpack one of the thorniest challenges in AI: how to personalize experiences without making users feel stalked.Together, they explore:They also go deep on the unexpected challenges of building agentic products, tuning retrieval systems for personality, and why the real magic lies in designing systems that feel human… but not too human.If you're thinking about the future of AI, product leadership, or just want to understand where personalized tech is heading next—this one's for you.

The money flow for generative artificial intelligence projects is starting to slow down, as companies begin to scrutinize the return on investment for these projects, and doubts creep in about accuracy, hallucinations and other potential problems. Hidden costs are also becoming less-than-hidden, leading many companies to wonder whether all of this hype was perhaps overblown. Keith chats with Mike Sinoway, CEO of Lucidworks, about their recent survey that showed a slowing down of AI investments across the industry and around the world.

Működik a gondolatolvasás egy MI-eszközzel ITBusiness     2024-06-25 06:06:07     Mobiltech Oktatás egyetem Mesterséges intelligencia Sydney Az új mesterséges intelligencia által működtetett eszköz lenyűgöző gondolatolvasási képességekkel rendelkezik. A gondolatolvasás képessége régi álma az emberiségnek, de a Sydney-i Műszaki Egyetem GrapheneX-UTS Emberközpontú Mesterséges Intelligencia Központjában elért új áttörésnek köszönhetően az álom talán valósággá is válhat. Ha a gondolatolvasá Azt mondták, az internet halott. Ami valójában történik vele, az ennél is rosszabb Telex     2024-06-25 07:02:37     Tudomány Influencer Évek óta terjed az az elmélet, hogy az interneten már nincsenek emberek, csak botok és fizetett influenszerek, akiken keresztül valakik befolyásolni akarják az emberiséget. Ez így, ebben a formában nem igaz, de sok tekintetben igaznak érződik, és van is némi alapja. A valóságban viszont nem is kellett a botok hatalomátvétele, simán elrontjuk magunk Jövőre beköltöznek a lakók az élő laboratóriumba Rakéta     2024-06-25 09:48:04     Infotech Robot Toyota A Toyota különleges városában mindent robotizálnak és a lakók tesztelik a legújabb technológiai fejlesztéseket. Most könnyen megtudhatjuk, van-e vadmacskagén a cicánkban Helló Sajtó!     2024-06-25 07:33:35     Tudomány A vadmacska és házi macska kereszteződéséből születő cicák kinézetre nagyon változatosak lehetnek, a viselkedésükről mégis keveset tudunk. Magyar szakemberek azt kutatják, mennyire elterjedtek a vadmacska tulajdonságok a magyarországi házi macska populációban. Aggódhatnak a kripto csalók: magyar csapat is küld elemzéseket az Fbi-nak Digital Hungary     2024-06-25 10:23:00     Infotech FBI Kifinomult elemzői tudással, legmagasabb nemzetközi vizsgákkal, és a világ egyik legismertebb analitikai programjával ered a kripto csalók nyomába egy hazai elemző csapat. A pár hónapja indult vállalkozás hírneve máris meghaladta az országhatárokat: egyaránt dolgoztak Nevada állam legismertebb ügyvédi irodájának és az FBI számára is. Hat orosz hekker ellen vezetett be szankciókat az EU Mínuszos     2024-06-25 04:33:18     Infotech Ukrajna Európai Unió Hacker Az Európai Unió Tanácsa Az Európai Unió hat orosz hekkerrel szemben vezetett be szankciókat a tagállamok és Ukrajna ellen elkövetett, rossz szándékú kibertevékenységek miatt. Az Európai Unió Külügyek Tanácsa döntésének hat érintettje a közlemény szerint részt vett a tagállamok és Ukrajna létfontosságú infrastruktúráját, valamint minősített adatok tárolásával és feldolgozá Mesterséges intelligencia lesz az Egyesült Királyság egyik parlamenti képviselője? ICT Global     2024-06-25 06:37:08     Infotech Mesterséges intelligencia Egyesült Királyság AI Steve nem akármilyen avatár, a júliusi általános választásokon induló Steve Endacott képviselőjelöltet hivatott 24/7-ben megjeleníteni. Rendeltetése, hogy közvetlen kapcsolatban legyen választókörzete érdeklődő szavazóival, együtt beszéljenek meg javaslatokat. Ingyen kaphatsz laptopot, csak ki kell nyomtatni First Class     2024-06-25 07:05:52     Infotech Teljesen személyre szabható laptopokat kínál egy cég, ráadásul az alapot ingyen adják, csak össze kell rakni az elemeket. Sokak által használt kiskaput zár be a YouTube 24.hu     2024-06-25 12:14:24     Infotech Olcsó YouTube Úgy tűnik, észlelték a sorozatos visszaéléseket, az új szabályok értelmében pedig nehéz lesz olcsóbb előfizetést szerezni. Denevérekkel és pókokkal riogathatják hekkerek a Vison Pro felhasználóit Bitport     2024-06-25 08:07:00     Infotech Hacker Vagy amivel akarják. Egy biztonsági kutató felfedezte az első térbeli számítástechnikai hekkelést. Óriási tudományos mérföldkövet ért el Kína az űrkutatásban Portfolio     2024-06-25 11:09:00     Külföld Kína Világűr Kínának a történelemben először sikerült kőzetmintákat hazahoznia a Hold tőlünk távolabb eső oldaláról - írja a Reuters. Kiborította a közönséget a ChatGPT által írt film – lefújták a mozis premiert PCW     2024-06-25 13:40:34     Infotech Mozi ChatGPT Nem volt nagy titok pedig, hogy az AI alkotott, mégsem lett jó vége. Nem térülnek meg az MI-beruházások, állítja egy felmérés ITBusiness     2024-06-25 11:11:55     Cégvilág Mesterséges intelligencia Beruházás Felmérés Webáruház A vállalkozások a költségekkel, az adatbiztonsággal és a biztonsággal kapcsolatos aggodalmak miatt óvatosabbak lettek a mesterséges intelligencia eszközeibe való beruházással kapcsolatban, derül ki az e-kereskedelmi kereső és ügyfélszolgálati alkalmazásokat kínáló Lucidworks által készített tanulmányból. "Vége az MI-mézesheteknek", áll a vállalat k A további adásainkat keresd a podcast.hirstart.hu oldalunkon.

Működik a gondolatolvasás egy MI-eszközzel ITBusiness     2024-06-25 06:06:07     Mobiltech Oktatás egyetem Mesterséges intelligencia Sydney Az új mesterséges intelligencia által működtetett eszköz lenyűgöző gondolatolvasási képességekkel rendelkezik. A gondolatolvasás képessége régi álma az emberiségnek, de a Sydney-i Műszaki Egyetem GrapheneX-UTS Emberközpontú Mesterséges Intelligencia Központjában elért új áttörésnek köszönhetően az álom talán valósággá is válhat. Ha a gondolatolvasá Azt mondták, az internet halott. Ami valójában történik vele, az ennél is rosszabb Telex     2024-06-25 07:02:37     Tudomány Influencer Évek óta terjed az az elmélet, hogy az interneten már nincsenek emberek, csak botok és fizetett influenszerek, akiken keresztül valakik befolyásolni akarják az emberiséget. Ez így, ebben a formában nem igaz, de sok tekintetben igaznak érződik, és van is némi alapja. A valóságban viszont nem is kellett a botok hatalomátvétele, simán elrontjuk magunk Jövőre beköltöznek a lakók az élő laboratóriumba Rakéta     2024-06-25 09:48:04     Infotech Robot Toyota A Toyota különleges városában mindent robotizálnak és a lakók tesztelik a legújabb technológiai fejlesztéseket. Most könnyen megtudhatjuk, van-e vadmacskagén a cicánkban Helló Sajtó!     2024-06-25 07:33:35     Tudomány A vadmacska és házi macska kereszteződéséből születő cicák kinézetre nagyon változatosak lehetnek, a viselkedésükről mégis keveset tudunk. Magyar szakemberek azt kutatják, mennyire elterjedtek a vadmacska tulajdonságok a magyarországi házi macska populációban. Aggódhatnak a kripto csalók: magyar csapat is küld elemzéseket az Fbi-nak Digital Hungary     2024-06-25 10:23:00     Infotech FBI Kifinomult elemzői tudással, legmagasabb nemzetközi vizsgákkal, és a világ egyik legismertebb analitikai programjával ered a kripto csalók nyomába egy hazai elemző csapat. A pár hónapja indult vállalkozás hírneve máris meghaladta az országhatárokat: egyaránt dolgoztak Nevada állam legismertebb ügyvédi irodájának és az FBI számára is. Hat orosz hekker ellen vezetett be szankciókat az EU Mínuszos     2024-06-25 04:33:18     Infotech Ukrajna Európai Unió Hacker Az Európai Unió Tanácsa Az Európai Unió hat orosz hekkerrel szemben vezetett be szankciókat a tagállamok és Ukrajna ellen elkövetett, rossz szándékú kibertevékenységek miatt. Az Európai Unió Külügyek Tanácsa döntésének hat érintettje a közlemény szerint részt vett a tagállamok és Ukrajna létfontosságú infrastruktúráját, valamint minősített adatok tárolásával és feldolgozá Mesterséges intelligencia lesz az Egyesült Királyság egyik parlamenti képviselője? ICT Global     2024-06-25 06:37:08     Infotech Mesterséges intelligencia Egyesült Királyság AI Steve nem akármilyen avatár, a júliusi általános választásokon induló Steve Endacott képviselőjelöltet hivatott 24/7-ben megjeleníteni. Rendeltetése, hogy közvetlen kapcsolatban legyen választókörzete érdeklődő szavazóival, együtt beszéljenek meg javaslatokat. Ingyen kaphatsz laptopot, csak ki kell nyomtatni First Class     2024-06-25 07:05:52     Infotech Teljesen személyre szabható laptopokat kínál egy cég, ráadásul az alapot ingyen adják, csak össze kell rakni az elemeket. Sokak által használt kiskaput zár be a YouTube 24.hu     2024-06-25 12:14:24     Infotech Olcsó YouTube Úgy tűnik, észlelték a sorozatos visszaéléseket, az új szabályok értelmében pedig nehéz lesz olcsóbb előfizetést szerezni. Denevérekkel és pókokkal riogathatják hekkerek a Vison Pro felhasználóit Bitport     2024-06-25 08:07:00     Infotech Hacker Vagy amivel akarják. Egy biztonsági kutató felfedezte az első térbeli számítástechnikai hekkelést. Óriási tudományos mérföldkövet ért el Kína az űrkutatásban Portfolio     2024-06-25 11:09:00     Külföld Kína Világűr Kínának a történelemben először sikerült kőzetmintákat hazahoznia a Hold tőlünk távolabb eső oldaláról - írja a Reuters. Kiborította a közönséget a ChatGPT által írt film – lefújták a mozis premiert PCW     2024-06-25 13:40:34     Infotech Mozi ChatGPT Nem volt nagy titok pedig, hogy az AI alkotott, mégsem lett jó vége. Nem térülnek meg az MI-beruházások, állítja egy felmérés ITBusiness     2024-06-25 11:11:55     Cégvilág Mesterséges intelligencia Beruházás Felmérés Webáruház A vállalkozások a költségekkel, az adatbiztonsággal és a biztonsággal kapcsolatos aggodalmak miatt óvatosabbak lettek a mesterséges intelligencia eszközeibe való beruházással kapcsolatban, derül ki az e-kereskedelmi kereső és ügyfélszolgálati alkalmazásokat kínáló Lucidworks által készített tanulmányból. "Vége az MI-mézesheteknek", áll a vállalat k A további adásainkat keresd a podcast.hirstart.hu oldalunkon.

Passend zur Fußballeuropameisterschaft starten wir in die Folge mit einem KI-Tippspiel: Was glauben ChatGPT, Gemini und weitere, wie das nächste Deutschlandspiel ausgeht? Dann gehen wir aber direkt zu ernsten Themen über: Der Google-Forscher François Chollet sagte in einem NZZ Interview im April, dass die Investitionen in GenAI-Entwicklungen 1000-fach (!) zu hoch seien. Was ist dran an seiner These? Die Unternehmensberatung PwC hat sich währenddessen mit Aleph Alpha zusammengetan, um mit der creance.ai einen virtuellen Anwalt zu entwickeln. Erste Studien zu solchen Anwendungen zeigen jedoch, dass noch viel Arbeit in die Modelle gesteckt werden muss. Etwas mehr Zeit nehmen wir uns um auf den aktuellen Report von Lucidworks zu schauen: “The State of Generative AI in 2024”. Abschließend experimentieren wir mit dem neuesten Text-to-Video Modell lumalabs Dream Machine. Links zur Folge:  Google-Forscher zu KI-Hype in der Wirtschaft: «Die Investitionen sind um ein Tausendfaches zu hoch» PwC Germany and Aleph Alpha launch founded joint venture creance.ai AI on Trial: Legal Models Hallucinate in 1 out of 6 (or More) Benchmarking Queries The State of Generative AI in 2024: Benchmarking the Hype vs. Reality lumalabs Dream Machine Gebt uns gerne Feedback Email: info@tensorraum.de Links zu uns:  https://www.tensorraum.de Hosts: Stefan Wiezorek: https://www.linkedin.com/in/stefanwiezorek/ Dr. Arne Meyer: https://www.linkedin.com/in/arne-meyer-6a36612b9/ Dr. Jannis Buchsteiner: https://www.linkedin.com/in/jannis-buchsteiner/ Kapitelmarken: 00:00:00 Anfang und Teaser 00:02:11 KI-Tippspiel zur EM 00:05:12 François Chollet: KI-Investitionen zu hoch 00:11:44 AlphaFold: missglückte Monetarisierung? 00:18:42 PwC und Aleph Alpha stellen creance.ai vor 00:24:33 SLMs für Fachbereiche vs LLMS 00:34:40 Lucidworks: The State of Generative AI in 2024 00:49:38 Text-to-Video: lumalabs Dream Machine 00:57:43 Abschluss und Ausblick

Today's guest is Sanjay Mehta, Head of Industry Commerce for LucidWorks. Sanjay joins Seth Earley and Chris Featherstone to the discuss the rapidly evolving hype of generative AI and how it can be applied to your industry.Takeaways:Sanjay points out that emerging AI is "not turn key". Maybe from a consumer side but when it comes to B2B there are many hoops to jump through before it's easy and effective.Data is the lifeblood of modern businesses, and its true potential shines when we connect the dots between customer behaviors, product attributes, and user experiences. At the heart of this transformation is the concept of ingesting good product data into the vector space.There are many preceded knowledge graphs for certain industries. When you build your index of data it is important to know your users context and application. Using a knowledge base to build your own vector space can be helpful. Quote of the Show:“AI is Not Turn Key" - Sanjay MehtaLinks:LinkedIn:https://www.linkedin.com/in/sanjaymehta/Website: https://lucidworks.comWays to Tune In:Earley AI Podcast: https://www.earley.com/earley-ai-podcast-home Apple Podcast: https://podcasts.apple.com/podcast/id1586654770 Spotify: https://open.spotify.com/show/5nkcZvVYjHHj6wtBABqLbE?si=73cd5d5fc89f4781 iHeart Radio: https://www.iheart.com/podcast/269-earley-ai-podcast-87108370/ Stitcher: https://www.stitcher.com/show/earley-ai-podcast Amazon Music: https://music.amazon.com/podcasts/18524b67-09cf-433f-82db-07b6213ad3ba/earley-ai-podcast Buzzsprout: https://earleyai.buzzsprout.com/ Thanks to our sponsors: CMSWire Earley Information Science AI Powered Enterprise Book

On the show this week, Carter Morgan and Anu Srivastava talk about AI and ML data analytics with Dataiku VP of Platform Strategy, Jed Dougherty, and Head of Product Marketing, Dan Darnell. Dataiku is an AI platform targeted for business team collaboration. The low and no code environments make it easy for developers and not so tech savvy employees to work together on analytics projects. It strives for everyday AI, making these normally highly technical data processes more accessible. Our guests detail the tools Dataiku provides customers, including ML Ops features for efficient models. Dataiku's managed offering allows businesses to concentrate on the model while Dataiku takes care of things like the deployment processes behind the scenes. We hear about the partnership between Dataiku and Google Cloud and Dataiku's integration with AlloyDB. Through a real example, our guests run us through the use of these two tools together. Jed talks about why Google Cloud works so well with Dataiku, especially for businesses looking for cutting edge technology. Jed Dougherty Jed is the VP of Platform Strategy at Dataiku. In this role he acts as a strategic technical advisor to Dataiku customers and prospects. He also works tightly with Engineering and Product stakeholders in order to ensure that all technical platform requests are properly followed, scoped and implemented. Dan Darnell Dan has over 20 years of experience in the analytics industry at established software companies, hyper-growth technology companies, and small technology start-ups. As the Head of Product Marketing at Dataiku, he owns positioning, evangelism, and content creation for product offerings and education on products for customers and partners. Cool things of the week Google Cloud supercharges NLP with large language models blog Practicing the principle of least privilege with Cloud Build and Artifact Registry blog Interview Dataiku site Dataiku YouTube videos BigQuery site Kubernetes site GKE site AlloyDB for PostgreSQL site Accelerate AI Adoption: 3 Steps to Deploy Dataiku for Google Cloud Platform blog Implementing Dataiku with BigQuery docs GCP Podcast Episode 238: ASML with Arnaud Hubaux podcast GCP Podcast Episode 229: Lucidworks with Radu Miclaus podcast What's something cool you're working on? Anu is working on interesting speech use cases and Google's Speech to Text. Join in with this tutorial! Carter is working on getting organized and working on something super cool! Hosts Carter Morgan and Anu Srivastava

Ryan O'Hara and Jon Mazza sat down to talk to Ariane Craig, SDR Manager at LucidWorks about her first quarter manager an SDR team. To try out LeadIQ: http://leadiq.com/free?utm_campaign=p…&utm_source=podcast or contact sales@leadiq.com

Your host, Heidi Solomon-Orlick, talks with Lindsey Boggs of Lucidworks. At Lucidworks, our solutions personalize the discovery experience to reveal actionable insights about user intent and rapidly deliver them to relevant engagement channels. Every organization can now make every step of the journey more satisfying. Lucidworks empowers users to connect meaningful insights from anywhere and make them available everywhere – at the moment.To learn more about Lindsey's work, visit https://lucidworks.com/If you'd like to be a guest on GirlzWhoSell Spotlight, click HERE

Interview with Ellen Petry Leanse – Ellen is the Chief People Officer at Lucidworks. She is a experienced executive coach with proven impact guiding leaders and teams to elevate innovation and results. Ellen is also an author and speaker on the neuroscience of innovation and well-being. She was named one of technology's top five influencers.

Welcome to Reimagining Company Culture, a series discussing emerging trends and priorities shaping the future of workplace culture and employee wellbeing. We highlight thought leaders who are constantly evolving their strategy and can provide insight to folks about how to address new business challenges.  AllVoices is on a mission to create safe, happy, and healthy workplaces for all, and we're excited to learn from experts who share our mission.In this episode of Reimagining Company Culture, we're chatting with Ellen Petry Leanse, Chief People Officer at Lucidworks. A Silicon Valley veteran and Stanford University instructor, an alum of early Apple, Google, entrepreneurship, and strategic work with dozens of tech founders and household-name companies, Ellen stepped into the forefront of innovation in 1985 as a digital pioneer and the founder of Apple's first online communities.About AllVoicesIn today's workforce, people often don't feel empowered to speak up and voice their opinions about workplace issues, including harassment, bias, and other culture issues. This prevents company leadership from making necessary changes, and prevents people from feeling fulfilled, recognized, and included at work. At AllVoices, we want to change that by providing a completely safe, anonymous way for people to report issues directly to company leaders. This allows company leadership real transparency into what's happening in their companies—and the motivation to address issues quickly. Our goal is to help create safer, more inclusive companies.To learn more about AllVoices visit us at www.allvoices.co!

On this installment, we talk to E-comm expert Garrett Schwegler of Lucidworks about how more consumers are embracing contactless commerce and what small to mid-size retailers can do to react to these changing demands.   Music Credits: "Let That Sink In" by Lee Rosevere

Ellen Petry Leanse is a Silicon Valley pioneer. She joined Apple in the 1980s and was a member of the Macintosh launch team and created the company's first user focused online presence. Ellen has worked at or with company's including Google, Facebook and Microsoft to make innovation more meaningful. Ellen is now Chief People officer at Lucidworks as well as being a Stanford Instructor, entrepreneur and author of The Happiness Hack, a best-selling guide to the neuroscience of Happiness and life satisfaction. Ellen and I chat about: Women's thinking super-power Creativity as a strategic tool Overcoming the use of permission language and showing up as equals Mindfulness and reflective time Links from our chat: The Happiness Hack by Ellen Petry Leanse “Just” Say No by Ellen Petry Leanse

Grant is one of the founder of Lucidworks, a leading search engine platform. In this episode he and John discuss the evolution of search and big data, starting a business with a group of friends, scaling that business and raising money, contributing to and starting new Apache open source projects, and becoming the CTO of Wikimedia and some of the unique challenges they face. Grant is an author and also hosts a podcast that explores careers in technology.

Lucidworks' CEO, Will Hayes, joins Coruzant Technologies for the Digital Executive podcast. He talks about how we are now leveraging new technology that is concept driven in the form of "vectors". In a sense, writing storage in three-dimensional space. The future is here now.

Description: With its $70m in revenue, search pioneer Lucidworks is a major force in the enterprise commerce search market. We sit down with CEO Will Hayes and commerce GM Peter Curran (former founder/CEO of Cirrus10, which was acquired by Lucidworks) to talk through the big innovations in search, the intersection of open source + search, and where Lucidworks is heading as a company.

Ellen Leanse has a wealth of absolutely wild experiences through a career that seems to parallel much of the technology growth in the Bay Area. She worked with Apple during the Lisa and Macintosh launches, as well as with Google, Facebook, Samsung, and a variety of other fascinating organizations. With these experiences under her belt, Ellen has also taken on leadership and thought-leading roles, serving as an advisor and board member for several companies, as a teacher at Stanford, and an author for the book The Happiness Hack, a best-selling guide to the neuroscience of happiness and life satisfaction, and now as the Chief People Officer at Lucidworks! But on a personal note, Ellen is just extremely kind. She has been willing to give me some of her time to ask questions about her experiences and thoughts and to learn from her and I am extremely grateful for that. In this conversation, she tells a wild story from the early days at Apple. After that, the discussion moves towards the shift in perspective she’s had over the years. We talk about having a nonlinear career, finding satisfaction by chasing what you’re curious or nervous over, about doing work that will lead to leaving a positive legacy, and about innovating in technology. Ellen has eloquent and important thoughts, which I appreciated hearing and I know you will too. Enjoy!Ellen's book, TEDx talk, and some of her articles:The Happiness Hack: How to Take Charge of Your Brain and Program More Happiness into Your Life: https://www.amazon.com/Happiness-Hack-Charge-Brain-Program/dp/1492656917TEDx, Happiness by Design: https://www.youtube.com/watch?v=i5p3NC9OwB0&list=PLsRNoUx8w3rMXg3tXxQcS_2hmM2JHf-8i&index=17"Just" Say No: https://www.linkedin.com/pulse/just-say-ellen-petry-leanse/?src=aff-lilpar&veh=aff_src.aff-lilpar_c.partners_pkw.10078_plc.Skimbit%20Ltd._pcrid.449670_learning&trk=aff_src.aff-lilpar_c.partners_pkw.10078_plc.Skimbit%20Ltd._pcrid.449670_learning&clickid=w7QzGWUmbxyOUo7wUx0Mo34GUkiWs%3ARZuQ-AXI0&irgwc=1Ellen's Medium channel: https://medium.com/@chep2m-----Podcast IG: https://www.instagram.com/seekingauthenticitypodcast/Podcast Website: https://seekingauthenticity.buzzsprout.com/©Flint Mitchell

In an industry cluttered with marketing “gurus” and “thought leaders”, Keith Messick, Chief Marketing Officer of LaunchDarkly, is determined to cut through the fluff. His hard-earned knowledge comes from a career working for major companies and small startups, giving him strong convictions on what really matters in marketing. Previously, he served as the CMO at Dialpad and Lucidworks and also held senior leadership roles at Topsy (acquired by Apple), Get Satisfaction (acquired by Sprinklr), and SuccessFactors (acquired by SAP). We also discussed his learnings opening winestore and why he credits his parents for his attitude, experience and success. Connect with Keith: https://www.linkedin.com/in/keithmessick/ https://twitter.com/keithmessick?lang=en Connect with Poya Osgouei: LinkedIn: https://www.linkedin.com/in/poyaosgouei/ Twitter: https://twitter.com/IamPoya Connect with Robby Allen: Linkedin: https://www.linkedin.com/in/robbyallen/ Twitter: https://twitter.com/_RobbyAllen --- Support this podcast: https://anchor.fm/uncharted1/support

Mark Mirchandani is joined again by Priyanka Vergadia this week for an ML-filled interview with Radu Miclaus of Lucidworks. Lucidworks, a company specializing in information retrieval, strives to make data searching easier for developers and users. Building off Solr, Lucidworks created Fusion, an environment more conducive to easy AI-enhanced query capabilities, better scalability, and more. With Fusion, developers can take advantage of the highly advanced relevance tuning tools such as query rewrites, which analyze user behavior and automatically rewrite queries based on that information. On the tech side, Fusion was built with a combination of Java, Kubernetes to increase scalability, Solr management tools, and logging and reporting tools. The engineers at Lucidworks have created Fusion-specific system-enhancing pieces as well, including a machine learning service that allows data scientists to train their models elsewhere and plug them in for a completely customized experience. The team also created Smart Answers, which is a Q-And-A system built on a search engine that can connect to chatbots, virtual assistants, and others. Radu goes into detail explaining the Smart Answers system and how the layers of the project work together. We also learn about the customization capabilities and integration of Smart Answers. Radu wraps up the show with interesting use-case stories and how Fusion is working in the real world. In the future, Lucidworks will be available right in the GCP marketplace! Radu Miclaus Radu has over 12 years of experience in the data science space with applications in general machine learning architecture, search, customer analytics, risk and financial analysis. At Lucidworks, Radu focuses on low-code AI for search developers, pluggable machine learning for data scientists, and cloud managed services that offload the burden of operating search applications. Cool things of the week Week 2 sessions on productivity and collaboration site Online shopping gets more personal with Recommendations AI blog Using new traffic control features in External HTTP(S) load balancer blog Optimizing your costs on Compute Engine video Google Cloud Talks by DevRel site Giving you better cost analytics capabilities—and a simpler invoice blog GCP Podcast Episode 217: Cost Optimization with Justin Lerma and Pathik Sharma podcast Interview Lucidworks site Solr site Lucene site Fusion site Try Fusion site Smart Answers site Spark site Kubernetes site GKE site Dialogflow site Webinar: Smart Answers for Employee and Customer Support After COVID-19 site Deconstructing Chatbots video GCP Podcast Episode 227: Pandium with Cristina Flaschen and Kelly Sarabyn podcast GCP Podcast Episode 188: Conversation AI with Priyanka Vergadia podcast GCP Podcast Episode 195: Conversational AI Best Practices with Cathy Pearl and Jessica Dene Earley-Cha podcast Tip of the week We’re talking to Dale Markowitz about Prototyping Machine Learning projects. You can also hear more from Dale in GCP Podcast Episode 214: AI in Healthcare with Dale Markowitz and GCP Podcast Episode 194: ML with Dale Markowitz. What’s something cool you’re working on? Priyanka has been working on GCP Comics and Sketchnote.

Episode 4 Is change and agility so ubiquitous that we are no longer in the Digital Age, but in the Age of Disruption? Has resiliency become the newest organizational capability? Charlie and Frank discuss how disruption has made resiliency a key capability in today’s organizations – not only the ability to recover from a change event but be better for it and make the next change event easier. Are some companies like SAS and Lucidworks providing the necessary customer intimacy tools to facilitate this resiliency requirement? Finally, Charlie and Frank discuss the importance of resiliency in the “Transformation of Work” component of the Digital Experience Supply Chain. Articles mentioned: Digital Works Progress Administration IGrafx new resiliency tools Tools you must harness to rise to today’s challenges Companies discussed: SAS Customer Intelligence Lucidworks

Trey Grainger, Chief Algorithms Officer at Lucidworks, author, and speaker, discusses search engines, artificial intelligence, and AI-powered searches. Podcast Points: What can AI-powered searches do for me or my company? An overview of the technology behind AI-powered search engines. How employees can benefit from better search engines. Grainger is an experienced engineering and data science executive with specific expertise in search and information retrieval, as well as recommendation systems, and data analytics spaces. Grainger discusses his background and his work at Lucidworks, the successful San Francisco, California-based enterprise search technology company. As Grainger explains, Lucidworks provides its expertise in the area of AI-powered search technology to hundreds of Fortune 1000 clients. Accessing data and finding relevant results is the name of the game, and Lucidworks is exceptional in this critical area of business development. He discusses chatbots and analytics use cases, and how companies can benefit. Lucidworks assists their broad base of clients by helping them build intelligent search applications that will allow them to fully expose their products to customers and/or provide internal knowledge to all their existing employees. Grainger goes on to explain how search engines are utilized by nearly every website, but many simply don't get the job done. Lucidworks powers search engine technology that digs deeper and provides relevant results that are useful.  Grainger talks about the importance of ‘bringing back' results that best match the intent of the user/searcher. Intelligent search technology must be specific, focusing on the content dimension, and user-understanding dimension, etc. For example, sophisticated search engines should be able to pick up on signals, learning what people want to ‘see' in their content, based upon their clicks and behaviors, so the engine can ‘tune' itself to find better answers for future user/searchers. He delves into the subject of domain understanding, and discusses how it drills down to what the content is really about. For the engine to understand the nuanced meaning of searches and search words is important. The context of the user is important, for example, if a user searches for the word ‘driver' while at the airport, the search engine should be able to discern that they're probably looking for an Uber or taxi driver, and probably not a device driver for their computer's OS. Context is crucial in order to provide the appropriate results. Continuing, Grainger discusses the specifics of queries, and different experiences that searches can provide. He talks about the direct correlation between improving relevance in searches to increased bottom lines. He talks about commerce use cases versus enterprise use cases, their similarities, and the benefits. Wrapping up, Grainger talks about natural language processing and the future of searches. Click here to get Trey Grainger's book "AI-Powered Search" There is a permanent 40% discount code (good for all products in all formats): podftech19 Here are also 5 free eBook codes (each good for one sample of AI-Powered Search): aipftp-4E89 aipftp-2D0A aipftp-77C3 aipftp-3428 aipftp-BE23  

Jake Mannix is currently the Data Architect of Search Relevance at Salesforce. In other words, he's an AI Engineer. Jake lives in the intersection of search, recommender-systems, and applied machine learning, with an eye for horizontal scalability and distributed systems. Prior to his current position, Jake was the Lead Data Engineer in the Office of the CTO at Lucidworks.In college, Jake studied algebraic topology and particle cosmology. He's ABD ("all but dissertation") from the University of Washington before transitioning into technology. Some of Jakes previous accomplishmentsBuilt out LinkedIn’s search engineAt Twitter, built user/account search system and lead that team before creating the Personalization and Interest Modeling team.Apache Mahout committer, PMC Member (and former PMC Chair).For full episode show notes click here

On this episode of Off Message, Keith, CMO of Dialpad, chats with his friend, and CEO of Lucidworks, Will Hayes about the natural tension between marketing and sales. They provide authentic insight into how C-level personnel think and operate within that tension and provide alternative perspectives on how sales and marketing can work better together. 

Lucidworks builds AI-powered search solutions for many of the world's largest brands. Fusion, Lucidworks' advanced development platform, provides the enterprise-grade capabilities needed to design, develop, and deploy intelligent search applications at any scale. Companies across all industries, from consumer retail and healthcare to insurance and financial services, rely on Lucidworks every day to power their consumer-facing and enterprise search apps. The company also recently hit the headlines after raising $100M to expand in AI-powered search-as-a-service for organizations. The team at Lucidworks is made up of seasoned Silicon Valley veterans and brilliant newcomers from all over the world. And they all have something in common: they know that there has to be a better way for teams to access and distribute information relevant to their organizations. The company created a platform enabling the enterprise and digital commerce businesses to connect users with the data that they need to make decisions and move forward. I invited Lucidworks CEO, Will Hayes onto my daily tech podcast to learn more about their technology and the story behind their success. Will joined Lucidworks in 2013 as our Chief Product Officer and was appointed CEO in 2014. He has over 15 years of product, marketing, and business development experience. Prior to Lucidworks, he was head of technical business development for Splunk, where he was responsible for defining the company's market category and key product feature sets. He created and led the company's global partner program, building an ecosystem of consultants, developers, resellers, system integrators, service providers, and technology partners. Earlier in his career, Hayes served as a software engineer at Genentech, where he built solutions that supported the sales and drug development teams in their field activities.

From the global digital workplace to the digital commerce experience, companies need to build powerful search and data discovery solutions for employees and customers. Diane Burley, VP of Content for Lucidworks a a Leader in Cognitive Search, with an AI enabled internal and external search solution, talks with Rob Sanchez on location at eTail East in Boston. She covers how companies in and out of the mason industry can bridge the a gap between people and their data.

Welcome to the first episode of our brand new podcast Develomentor. We are a career based podcast about technology and we interview people working all sorts of jobs in tech, not just software engineers! Each interview will focus on helping you learn more about the role, what’s required to be successful in it and how that role is changing. More importantly, we hope you’ll see that there are a lot of different paths to be successful in your own career. If you stick with us, you’ll meet IT product managers with social work degrees and heads of sales with engineering degrees. You’ll meet engineers who “got all the degrees” and others who did a six week coding bootcamp and are running the show. You’ll meet academics and practitioners across a wide range of industries. You might even meet a few artists. Most importantly, we hope you’ll meet your calling. For full episode show notes click here

Meet Keith Messick, the CMO at Dialpad, a business communications company. Previously, he served as the CMO at Lucidworks and also held senior leadership roles at Topsy (acquired by Apple), Get Satisfaction, and SuccessFactors. In this episode, you'll hear where Keith believes video and voice communication is headed in the modern B2B world and for modern companies. You'll learn how to win in a crowded marketplace with creativity and savvy, raising funds for marketing and its importance in today's age. Then you'll find out about the lessons learned by Keith during his tenure at Dialpad and how he works to avoid making big mistakes. And finally, you'll hear how SaaS marketing is changing and where it is headed in 2019. Keith is very knowledgeable and has a wealth of experience, and it really comes to show in this episode, enjoy! Notes: 02:55 The Big Opportunity and Challenge for Enterprise Communications In The Cloud 06:15 The Disappearance Of The Desk Phone 08:30 How To Stand Out In a Crowded Marketplace 11:20 Being More Creative Than Competitors: The Billboard Case 14:22 That Ridiculous Hold Music Everyone Still Remembers 16:40 Raising Money vs Bootstrapping 21:45 Artificial Intelligence And Smarter Calls 25:20 Creating Unique Experiences On High-value Calls With Voice intelligence 28:10 Lessons Learned: Managing Interpersonal Boundaries And Communications 33:20 Marketing Is Changing: Nothing Is Forever And You Need To Adapt 36:25 Lightning Questions

Welcome to TechCrunch daily news, a round up of the top tech news of the day. Presented by Bose. Bose Frames look like regular sunglasses, but tiny speakers hidden in the temples create an immersive experience unlike any other. Go to Bose.com to find out more. -- Twitter continues to test new features -- TikTok's owner moves into search -- and Lucidworks raises $100 million. Here's your Daily Crunch for August 12, 2019.

Welcome to TechCrunch daily news, a round up of the top tech news of the day. Presented by Bose. Bose Frames look like regular sunglasses, but tiny speakers hidden in the temples create an immersive experience unlike any other. Go to Bose.com to find out more. -- Twitter continues to test new features -- TikTok's owner moves into search -- and Lucidworks raises $100 million. Here's your Daily Crunch for August 12, 2019.

The role of CMO is a difficult one. It's even more difficult when you're just starting out. So what do you do in your first 90 days to set yourself up for future success? To find out, we sat down with a CMO roundtable of some of the most successful CMOs around. We talked to Leela Srinivasan CMO of SurveyMonkey, Keith Messick CMO of Dialpad and Corinne Sklar CMO of IBM iX. On this episode, each of them brings a unique perspective to the discussion and share their insights on best practices for the first 90 days as CMO, how to not get fired, being memorable in B2B marketing, and much more! Links: Full Notes & Quotes: http://bit.ly/33pTxEH Leela Srinivasan's LinkedIn: http://bit.ly/2YOASPi SurveyMonkey: http://bit.ly/2GV5rfZ Keith Messick's LinkedIn: http://bit.ly/2GTSjYx Dialpad: http://bit.ly/33iFAZ0 Corinne Sklar's LinkedIn: http://bit.ly/2ZSjc6o IBM iX: https://ibm.co/2KnGAmY 5 Key Takeaways: - As the CMO, is it your job to be the glue that brings the business together. Your marketing and business strategy must be aligned. - Have you taken a sales call yet? Can you talk about your product to a potential prospect? Evolve as a marketer by bridging the gap between marketing and sales. - If something is high risk and you have confidence behind it, do it. If something is low risk and you have confidence behind it, delegate it. Draw yourself an axis to see the other quadrants. Keith calls this the "2 by 2." - Giving others on your team a voice to make decisions has a viral effect within organizations. Trust, democracy, and creative freedom to develop. - It's important to constantly be adjusting and learning as you go. Adaptability and growth are what to strive for personally and externally as an organization. Bios: Leela Srinivasan is currently CMO of SurveyMonkey. Previously, she served as CMO at Lever. Prior to that, Leela served as VP of marketing at OpenTable. Additionally, Leela was director of marketing at LinkedIn within the Talent Solutions business, where she co-founded the Talent Connect conference. Keith Messick is the CMO at Dialpad, a digital communications technology company. Previously, he served as the CMO at Lucidworks and also held senior leadership roles at Topsy (acquired by Apple), Get Satisfaction, and SuccessFactors. Corinne Sklar is the CMO of IBM iX, which offers creative solutions for business strategy and experience design to solve complex business challenges. Previously, Corinne served for 13 years as the CMO of Bluewolf, an IBM company. --- Marketing Trends is brought to you by our friends at Salesforce Pardot, B2B marketing automation on the world's #1 CRM. Are you ready to take your B2B marketing to new heights? With Pardot, marketers can find and nurture leads, close more deals, and maximize ROI. Learn more by heading to www.pardot.com/podcast. To learn more or subscribe to our weekly newsletter, visit MarketingTrends.com.

Imagine: It’s the 80’s. You are working for a sprouting tech company called “Apple.” Many of the products that your company makes have never existed, let alone been available to the general public for purchase. Your job is to explain not only what this tech does, but why an average consumer should even want to buy it.  If it sounds like a tough job, that’s because it is; but it’s exactly the job Ellen Petry Leanse took in 1981 at Apple. Her official assignment was to write a newsletter explaining how to talk to customers about Apple’s products and their capabilities. Apple had just gone public and Ellen was in for a wild ride with a company unlike any other, a company that would go on to change the world. In 1983, after a few years of on-the-job training and mentorship, Ellen was invited onto the extended Macintosh team where she became a product manager for Apple’s international products. This was at a time when Apple’s customers were not happy with the Apple II computer and Ellen recognized a disconnect between the company and its customers. To build a bridge between the two parties, she became Apple’s first user evangelist and created the first-ever digital community for a company to directly address user feedback. Ellen’s time at Apple was transformative for her professional career, but it also helped her realize her personal purpose. “A big part of my purpose is to think through how people come together.”  Ellen spent over 10 years at some of the world’s most successful tech companies such as Apple, Facebook, and Google before becoming an executive coach to business leaders and an instructor at Stanford University. Ellen also wrote a book titled, The Happiness Hack: How to Take Charge of Your Brain and Program More Happiness into Your Life, which dives into ways that we can rewire our brains to live a happier and more fulfilled life.  In her work today as Chief People Officer at LucidWorks, Ellen is “encouraging people to step more fully into the talent they know they have inside.” She is taking her wide-ranging experiences to create a culture of safety, experimentation, and equality. On this episode of Mission Daily, Chad and Ellen discuss Ellen’s extensive career from working at Apple to becoming an author, how she creates a culture of experimentation and risk taking at her current company, and how to bring more happiness and meaning into your day to day life.  —  Mission Daily and all of our podcasts are created with love by our team at Mission.org We own and operate a network of podcasts, and brand story studio designed to accelerate learning. Our clients include companies like Salesforce, Twilio, and Katerra who work with us because we produce results. To learn more and get our case studies, check out Mission.org/Studios. If you’re tired of media and news that promotes fear, uncertainty, and doubt and want an antidote, you’ll want to subscribe to our daily newsletter at Mission.org. When you do, you’ll receive a mission-driven newsletter every morning that will help you start your day off right!

Keith Messick is the Chief Marketing Officer (CMO) at Dialpad, a digital communications technology company. Previously, he served as the CMO at Lucidworks and also held senior leadership roles at Topsy (acquired by Apple), Get Satisfaction, and SuccessFactors. For full notes and show notes, click here: http://bit.ly/2ILcuJs Keith's LinkedIn: linkedin.com/keithmessick Keith's Twitter: twitter.com/keithmessick Dialpad: dialpad.com 5 Key Takeaways: - It's hard to get people's attention. You have to be creative and willing to take risks. - Creativity comes in large part from who you hire. - B2B companies can find success using branding and emotion, just as consumer-facing companies can. - Resource constraints make a team scrappier and inspire creativity. - "I've never met a company that was really good at being something for everyone. You've got to be something for someone." - Keith Messick Marketing Trends is brought to you by our friends at Salesforce Pardot, B2B marketing automation on the world's #1 CRM. Are you ready to take your B2B marketing to new heights? With Pardot, marketers can find and nurture leads, close more deals, and maximize ROI. Learn more by heading to www.pardot.com/podcast. To learn more or subscribe to our weekly newsletter, visit MarketingTrends.com.

The term “search” often leads people to think of Google, while “AI” has people talking about how it will be used to solve issues that humans are not able to. But what if the two terms are used together? Cognitive search is a new generation of search engine functionality that employs AI and machine learning and Vivek Sriram, Chief Marketing Officer at Lucidworks, the leader in AI-powered search and discovery talks us through what this can mean for you the consumer or you the business.

This episode features Dr. Ravi Krishnamurthy, former Chief Product Officer at Lucidworks, a platform integrating search and AI to create smart data experiences for enterprises. Ravi drove Lucidworks’ business transformation from consulting to product and delivered many major platform releases. Ravi received his Ph.D. from Rensselaer Polytechnic Institute in electrical engineering and holds 17 patents in video analysis and computer vision. Ravi shared his career path from an engineer to a product lead and entrepreneur, as well as his view on the cultural differences between U.S. and India. Visit Robin.ly to view full video interview and transcripts: http://bit.ly/2XtgJ1j

Leadership coach and tech pioneer Ellen Petry Leanse has spent 35 years driving innovation at Apple, Google, Facebook, and with dozens of tech startups. Her current role as Chief People Officer at Lucidworks positions her to help humanize the face of AI through forward-looking leadership and a commitment to "Honor People" through ethical technology. In her nine years at Apple, Ellen served on the Macintosh launch team (1984) and led the company's pioneering work with digital communities (1985). Her work since then has spanned entrepreneurship, investing, and strategy consulting. Today, combining decades of perspective with insights from neuroscience, design, and mindfulness practice, Ellen guides companies and individuals to “think different” about design, impact, and using business as a canvas for positive change. An author, Stanford instructor, and respected Silicon Valley influencer, Ellen is passionate about intentional living and how our brains can shape or interfere with our sense of purpose. She's been featured on CNN and in publications including Time, Vogue.com, Forbes, and Business Insider, where her essay on the world "Just" has received nearly five million views. Her book, The Happiness Hack, shares brain-aware paths to focus, connection, and life satisfaction. She frequently speaks on inclusion, equality, neuroscience, and the future of innovation. Show Highlights: There's always fear of rejection or starting something new, but the pain of regret is worse. -Dan MooreThe brain is an ancient technology that we use to navigate the modern world. -Ellen LeanseThe brainset is about survival, keeping us safe and alive. A mindset is a form of intentional thinking that points us in the direction we want to go. -Ellen LeansePreparing the brain is not enough. We have to practice so that the brain actually begins to encode a new behavior and make it part, with time, of a new brainset. -Ellen LeanseSkillsets are small things we do to enact the mindset. -Ellen LeanseAny skillset or practice that acts on the mindset will ultimately change things in our brainset in a virtuous cycle. -Ellen LeanseHonor people. -Ellen LeanseA person's job is what they do to generate money but their work is why they're on earth. -Dan Moore Ellen's closing thoughts: Make yourself vulnerable to someone whose opinion you deeply value. Stay diligent with your process. Try journaling. Let yourself feel the discomfort of the situation. The discomfort is information; it's telling you that you want something more. Trust the process. The Action Catalyst is a weekly podcast hosted by Dan Moore, President of Southwestern Advantage, the oldest direct-sales company in America, and Partner with Southwestern Consulting. With more than 45 years in sales leadership and marketing management, Dan has a wealth of knowledge to share on how to make better use of time to achieve life, sales, and other business goals. Each week, he interviews some of the nation's top thought leaders and experts, sharing meaningful tips and advice. Subscribe on iTunes and please leave a rating and review!

Andrew is Chief Analytics Officer for Analytics2Go, building apps ranging from customer experience to industrial and operational areas. He is Chair of the Apache Mahout machine learning library and co-host of the Adversarial Learning podcast. His work history includes consulting, Data Engineering, Apache Software Foundation, Lucidworks and Accenture.

Lucidworks und Commvault Technologiepartnerschaft zu KI und ML. Wichtige Unternehmensdaten mit Hilfe von smarten Suchfunktionen einfach und beschleunigt identifizieren...

In this episode of the AI in Industry podcast, we interview Grant Ingersoll at Lucidworks, about enterprise search. Ingersoll talks about how companies have massive amounts of siloed data, making it difficult to find within enterprise systems. We hope businesses might take away from this interview what is required and what is involved in building search applications to make corporate data more accessible and structured. Ingersoll will also discuss how data strategies are going to evolve and how scientists and data experts might come together to build an enterprise search application.

欢迎收听丽莎老师讲机器人，想要孩子参加机器人竞赛、创意编程、创客竞赛的辅导，找丽莎老师！欢迎添加微信号：153 5359 2068，或搜索微信公众号：我最爱机器人。丽莎老师讲机器人之不知不觉渗入生活的AI技术。人工智能正越来越多的渗透入人们的生活，改变人们的生活，从自然语言生成到语音识别、从医疗诊断到商业决策，AI逐渐开始显露出巨大的优势，并且它的脚步不会停止。1.自然语言生成（NLG）自然语言生成是人工智能的一个子学科，它可以将海量的数据转换成人类可读的文本，通过这样的方式实现与人类的交流。目前主要的应用是为客户提供报告生成和市场摘要等服务。通过对数据的分析、挖掘理解，从数据中抽取出有效的信息并总结成文本输出。优秀的AI还能实现自动排版和美化，做到可读性与优良的可视化效果。目前该技术主要由Attivio, Automated Insights, Cambridge Semantics, Digital Reasoning, Lucidworks, Narrative Science, SAS, and Yseop等公司提供。2.语音识别提到语音识别，人们第一时间会想到手机里的Siri。你可以直接通过语音告诉它你的想法、需求或者任何其他的东西。通过机器学习算法，它可以将声音序列转化为对应的词语并进行理解，随后给出响应。支撑它最核心的功能就是准确的识别你发出的声音所表达的意思。当然除了Siri还有很多很多的语音识别系统。每天，都有更多的系统都被创造出来，它们可以通过声音识别人类语言，通过语音响应交互系统和移动应用程序服务于成千上万的 人。目前提供语音识别服务的公司包括NICE, Nuance Communications, OpenText 和Verint Systems。3 .虚拟助理虚拟助理就是能够与人类交互的计算机助理或程序。这种技术最常见的例子是聊天机器人。你可以向他们查询天气、餐馆、服务，甚至可以请它们帮忙预订酒店、机票或者是演出的门票，并为你计划好日程。想象一下，早上起来你告诉你的虚拟助理明天要去广州出差，任务结束后想去见见住在深圳的朋友，吃个饭看看电影。它就能帮帮你查好明天的机票、规划好路线行程所用的时间，并预定好出租车。同时还会根据你的喜好和网上信息定好深圳的餐馆，并给你的朋友发去定位，随后寻找一家最适合的电影院来部大片度过一个美妙的夜晚。除此之外、虚拟助理目前正被用于智能家居管理，它可以接入室内的智能设备，只需你一个指令、就能为你开灯、把电视放到喜欢的台，热好牛奶。提供虚拟助理服务的公司包括供Amazon, Apple, Artificial Solutions, Assist AI, Creative Virtual, Google, IBM, IPsoft, Microsoft, and Satisfy4.机器学习平台机器学习(Machine Learning ML)是计算机科学的一个分支学科，也是人工智能的一个分支。它的目标是开发出让计算机能够自己学习的技术。但今天一般的机器学习已经不需要开发人员自己费力耗时的研究编程、有很多的机器学习平台提供了从算法到应用的一系列工具，包括APIs、开发和培训工具、大数据、应用程序甚至运行算法的基础设施云服务。今天机器学习平台正获得越来越多的注意力，企业和个人都可以接入使用。无需特别深厚的学术功底和技术能力，只需要自己的数据就可以实现机器学习应用。甚至，有的平台还提供数据标注服务。一些销售ML平台的公司包括Fractal Analytics, Google, H2O.ai, Microsoft, SAS, Skytree, and Adext。值得一提的是Adext AI是世界上第一个观众管理工具，它将真正的AI和机器学习应用于数字广告，为每一个广告找到可能带来潜在收益的观众或群体。另外深度学习平台是机器学习重要的部分。深度学习包括具有各种抽象层的人工神经回路，这些抽象层可以模拟人脑，处理数据并创建决策模式。它目前主要用于识别模式和分类的应用程序，包括了计算机视觉、自然语言处理、语音处理等非常广泛的应用。除了互联网巨头外，很多初创公司和独角兽都提供了自己对于深度学习独到的解决方案。Deep Instinct, Ersatz Labs, Fluid AI, MathWorks, Peltarion, Saffron Technology 和Sentient Technologies都有值得探索的深层学习技术。5 .人工智能优化硬件人工智能使得硬件更加友好。怎样做到的？现在通过专门为执行人工智能的任务而设计和构造的新图形和中央处理单元和处理设备。除了GPU用于加速神经网络和并行计算外，一系列专用芯片也如雨后春笋般出现，像神经计算棒、自动驾驶芯片和健康管理芯片等ASIC逐渐走入了我们的生活，支撑着低成本、高性能、低功耗的产品。这些芯片可以直接插入你的便携式设备和其他地方。目前Alleviate, Cray, Google, IBM, Intel, and Nvidia等公司都在致力于开发下一代为人工智能优化的硬件产品。6.生物测定学这项技术可以识别、测量和分析人类行为以及身体结构和形态的物理特性。比如人体步态、行为分析、特征点检测、声纹、虹膜、指纹甚至签名笔迹等等生物特征都可以利用人工智能进行识别。利用深度学习的强大能力，将人体特征进行量化准确的测定。它令人类和机器之间更自然的互动，包括与触摸、图像、语音和肢体语言识别相关的互动，在市场研究领域中占有重要地位。3VR、factiva、Agnitio、FaceFirst、sensor、Synqera和Tahzoo都是致力于开发这一领域的生物测定公司。7.自动化机器人自动化机器人使用模拟和自动化人工任务的脚本和方法来完成工作流程。当雇用人从事特定工作或任务过于昂贵或效率低下时，自动化机器人就特别有用。除此之外，包括市场营销、文本处理、以及一切重复性、规则性的劳动都可以被自动化机器人取代。这样可以最大限度地利用人力资源，让员工进入到更具战略性和创造性的岗位，使员工的工作能真正影响公司的发展。（注：这里的机器人除了传统工业机器人外，很大程度上指的是自动化处理程序）Advanced Systems Concepts, Automation Anywhere, Blue Prism, UiPath, and WorkFusion也是拥有自动化机器人技术的公司。8．文本分析和自然语言处理（NLP）这项技术通过统计方法和ML来进行文本分析，理解句子的结构，以及它们的含义和意图。文本分析和自然语言处理主要用于分词词性标注、命名实体、情感分析、文本分类等等，而结合文本分析可以实现智能审核、智能采编、自动问答，以及文本的自动生成、知识图谱等等，同时还被用于安全系统和欺诈检测。大量自动助理和应用程序也在使用它们来提取非结构化数据。比如医疗机构病历电子化和合同的法律合规等都是他们的应用范围。这些技术的一些服务提供商和供应商包括Basis Technology, Coveo, Expert System, Indico, Knime, Lexalytics, Linguamatics, Mindbreeze, Sinequa, Stratifyd, 和Synapsify.9.情感识别这项技术允许软件使用高级图像处理或音频数据处理来“读取”人脸上的情感。我们现在已经可以捕捉“微表情”或微妙的肢体语言线索，以及暴露一个人感情的语音语调了。执法人员可以使用这项技术来尝试在审讯中发现更多信息。在市场上还有其他更广泛的应用。越来越多的初创公司致力于该领域。除了口头分析之外，将音频输入，可以用来描述一个人的性格特征，包括他们积极、激动、生气或喜怒无常的等级。同时情感视频分析被用来激发新产品创意，识别升级并增强消费者体验。情感人工智能被用于游戏、无人驾驶、机器人、教育、医疗保健行业和其他领域，利用来自面部和语音的数据进行面部编码和情感分析。10.图像识别图像识别是识别和检测数字图像或视频中的物体或特征的过程，人工智能越来越多地叠加在这一技术之上，产生了巨大的效果。人工智能可以在社交媒体平台上搜索照片，并将其与各种数据集进行比较，以确定哪些照片在与搜索图像最相关。图像识别技术还可以用于检测车牌、诊断疾病、分析客户及其意见，以及进行面部识别来验证用户。同时我们日常生活中接触最多的“刷脸”也属于图像识别的一种。除此之外，电商平台上的图像检索，农作物病虫害识别、安防监控、交通监测和智慧城市等都在大规模使用着图像识别。

In this edition of the Early Adopter Research podcast, Dan Woods speaks with Grant Ingersoll, contributor to Solr, cofounder and CTO of Lucidworks, and cofounder of the Mahout Machine Learning Open Source Project, to discuss the fairness of Google search. Recently, President Trump has grabbed headlines by asserting that Google’s search algorithm is unfair. While Trump’s claims, like many he makes, are likely based more in personal animus than detailed study of the issue, he does raise an interesting point about how much we all take the results of search algorithms for granted. That makes this conversation particularly compelling, as Woods and Ingersoll talk about search algorithms in general, how companies and sites manipulate them, and whether we can truly trust the results. Topics covered include:

In this episode, Frank and Andy talk to Jake Mannix, an accomplished data engineer who has had an amazing career. Links Sponsor: Audible.com (http://thedatadrivenbook.com) – Get a free audio book when you sign up for a free trial! Notable Quotes Frank heartily recommends Head Strong (https://www.audible.com/pd/Head-Strong-Audiobook/B01N7TZPXR) ([00:50]) It takes a lot of time to fly from Farmville to India… ([2:40]) Audible (http://thedatadrivenbook.com) is a sponsor! ([04:00]) Jake is a LucidWorks (https://lucidworks.com/) ([06:15]) Jake describes a cool Systems Development Cycle… ([10:00]) … and compares and contrasts with Customer Service and Product Engineering. ([12:00]) Sometimes this cycle works “too good!” ([13:10]) Learn more about Lucene (http://lucene.apache.org/core/) . ([15:00]) We now search by typing questions. Not terms. ([15:40]) More about Query-Intent Classification (https://en.wikipedia.org/wiki/User_intent) … ([17:10]) “How Do I Do Brain Surgery (https://www.google.com/search?q=how+do+I+do+brain+surgery&oq=how+do+I+do+brain+surgery) ” – Google Search ([18:25]) Smart search is based on closed loop analysis of “who clicks on what.” ([19:30]) One example of public search datasets: Google Trends (https://trends.google.com/trends/?geo=US) . ([21:30]) What is a garage-door opener? ([22:00]) “We expect a lot from search these days.” ([26:10]) Searching Amazon for garage door (https://www.amazon.com/s/ref=nb_sb_noss_2?url=search-alias%3Daps&field-keywords=garage+door) . ([26:40]) “Data is their foundation.” ([28:00]) “I’m a data engineer.” ([31:00]) “Math is fun but it’s 5% of the work.” What is most of the work? Data cleansing. ([31:20]) On tensors (https://www.grc.nasa.gov/www/k-12/Numbers/Math/documents/Tensors_TM2002211716.pdf) … ([31:40]) Jake likes to run long distances over mountains! ([33:10]) Jake thinks self-driving cars will be cool. ([37:30]) Jake shares his encounter with the Moonies, which wins the Something Different About Yourself segment (to date). ([39:35]) Jake and his daughter like to listen to audio books (http://thedatadrivenbook.com) . ([43:20]) Learn more about Jake on LinkedIn (https://www.linkedin.com/in/jakemannix/) ! ([44:00]) Jak helped build LinkedIn (https://www.linkedin.com) ‘s search engine! ([44:44]) Check out the LucidWorks blog (https://lucidworks.com/blog/) . ([45:00])

Lasya Marla, Director of Fusion AI at Lucidworks, a search technology company that utilizes AI to better understand human intent, provides a thorough overview of the data optimization improvements AI-based technology is delivering. Lucidworks' platform is comprised of three major areas, Fusion AI, Fusion App Studio, and Fusion Server. Fusion AI facilitates customer experiences and is driven by signal capture and relevance boosting using advanced AI machine learning. Fusion App Studio helps to create made-to-order, data-heavy searches and applications for the web and mobile technology products. Finally, Fusion Server is a search engine and NoSQL data store that provides immediate access to a person's or company's data, available when it is needed, and it can be scaled for the needs of the user.  The technology director delivers an overview of ecommerce and retail website searches and queries, as well as other types of customer-based websites, and how advance machine learning can greatly enhance their users' experiences. Marla explains some of the reasons why search results can be less than desired, such as one of the dominating issues—the engine does not know what the user is searching for thus it cannot perform efficiently. She gives us an insightful look into the inner-workings of a typical search, and the problems that could arise that compromise or devalue the end results. One such issue, Marla explains, could be within the algorithm itself, and its ranking of less desired results on a higher level. For example, when one searches for a particular product, a search engine may rank accessories for that product higher in the search results due to the fact that the product name may be listed more often in the product's accessories' descriptions. This could result in a user receiving higher ranked product accessory links than the links to the actual product itself.  The Fusion AI director discusses the demands that users place on search engines and how users' expectations are driving the need to develop engines that are intelligent. Marla states users expect much more; users want recommendations, and they want the engine to understand their intent, to be able to understand misspellings, etc. and still deliver relevant results. She expounds upon the methods an individual or company can use to train a made-to-order search engine model to meet the specific needs of their site's users. One such method would be to utilize modified data that is then applied and implemented into the associated query pipeline. Marla explains how companies like Amazon have raised the bar for user search experiences, but many of the features that users love on sites like Amazon, such as user recommendations can be implemented for any business site. Companies and businesses can run recommendation algorithms on their sites' search engines to increase user enjoyment, efficiency of experience, and ultimately keep the user on the site longer. Marla explains the process an individual would go through in order to utilize Lucidworks' advanced technology algorithms. For example, if an individual wanted to introduce specific algorithms onto their site and search engine, perhaps a head/tail analysis, query intent classifier, personalization module, recommendations module, etc., the individual would follow simple steps in order to retool their engine. Essentially, to migrate an ecommerce or other site into Lucidworks' platform an individual would first provide Lucidworks with all their actionable data, including valid signal data comprised of relevant user interactions. Next, they would select the desired algorithms to be applied, and then align their front-end site with the API endpoints generated by Lucidworks' proprietary technology. By streamlining the process, Lucidworks can facilitate a company's needs by allowing the retooling to be somewhat automated, in that a search developer won't need to necessarily understand what is, ‘under the hood,' in order to keep it online and efficiently running.  While Lucidworks' technology-based solutions for advanced search engines can be useful to most any individual or business seeking to enhance their users' experience, Marla explains that the key ingredient in the search engine soup is the user interaction data. Without user interaction data, the algorithms may enhance the efficiency to a degree but it is this specific data that really gets the engine running at top performance, and the more data the better!

Aaron and Brian talk with Chao Han, (VP & Head of R&D at @Lucidworks) about critical Data Science skills for AI and ML, how Data Scientists engage with Business Leaders, the Lucidworks AI platform, and emerging research in the AI/ML space. Show Links: Lucidworks Homepage Apache Lucene Apache Solr Kaggle A Cloud Guru - Big Data Certification Python Programming for Beginners R Programming for Beginners [PODCAST] @PodCTL - Containers | Kubernetes | OpenShift - RSS Feed, iTunes, Google Play, Stitcher, TuneIn and all your favorite podcast players [A CLOUD GURU] Get The Cloudcast Alexa Skill [A CLOUD GURU] A Cloud Guru Membership - Start your free trial. Unlimited access to the best cloud training and new series to keep you up-to-date on all things AWS. [A CLOUD GURU] FREE access to AWS Certification Exam Prep Guide - At A Cloud Guru, the #1 question received from students is "I want to pass the AWS cert exam, so where do I start?" This course is your answer. [FREE] eBook from O'Reilly Show Notes Topic 1 - Welcome to the show. Let’s talk about your background, as it’s very rich both in the breadth of technology as well as the industries where you’ve applied your skills. Topic 2 - Let’s start with the basics of what companies do when they hire or engage data scientists. At what point do they typically shift their thinking (or problem solving) from needing Statistical Analysis to understanding when and where AI or ML are a better fit? Topic 3 - Lucidworks specializes in Enterprise Search, and is one of the primary sponsors of both Apache Lucene and Solr. How do those technologies fit into the Enterprise today, and who are newer AI/ML frameworks being built in conjunction with them? Topic 4 - As you’re working with Data Scientists, where do you see their interests evolving, or what types of problems interest them today? How do you connect and communicate this to business challenges and business leaders? Topic 5 - Can you share some of the research that you’ve been recently focused on that begin to start making it easier for non Data Scientists to start answering questions in a faster or easier manner? Feedback? Email: show at thecloudcast dot net Twitter: @thecloudcastnet and @ServerlessCast

Lucidworks is an enterprise search technology company. They specialize in application development platforms, commercial support, consulting and training. Lucidworks also offers open-source software for Apache Lucene and Apache Solr. Head of R&D Chao Han discusses their newest product, Fusion, and how it was created.

This week on DisrupTV, we interviewed Chuck Ganapathi, Founder & CEO at Tact, Will Hayes, CEO at Lucidworks, and Ron Miller, Enterprise Reporter at TechCrunch. DisrupTV is a weekly Web series with hosts R “Ray” Wang and Vala Afshar. The show airs live at 11:00 a.m. PT/ 2:00 p.m. ET every Friday. Brought to you by Constellation Executive Network: constellationr.com/CEN.

Grant Ingersoll, founder and CTO of LucidWorks, talks with Tobias Kaatz about his book Taming Text: How to Find, Organize, and Manipulate It. They begin by discussing popular existing systems for the automated understanding of contextual information. One such system, IBM Watson, drew attention for its victory in the “Jeopardy” game show. They proceed to […]