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Tristan Handy has been curating the Analytics Engineering Roundup newsletter since 2015, pulling together the internet’s best data science & analytics articles. Tristan and co-host Julia Schottenstein now bring the Roundup to real life, hosting biweekly conversations with data practitioners inventing the future of analytics engineering. You can view full episode summaries and read back issues of the Roundup newsletter at https://roundup.getdbt.com. The podcast is sponsored by dbt labs, maker ...
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In Depth

First Round

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Welcome to In Depth, a new podcast from First Round Review that’s dedicated to surfacing the tactical advice founders and startup leaders need to grow their teams, their companies and themselves. Hosted by Brett Berson, a partner at First Round, In Depth will cover a lot of ground and a wide range of topics, from hiring executives and becoming a better manager, to the importance of storytelling inside of your organization. But every interview will hit the level of tactical depth where the ve ...
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How AI Happens is a podcast featuring experts and practitioners explaining their work at the cutting edge of Artificial Intelligence. Tune in to hear AI Researchers, Data Scientists, ML Engineers, and the leaders of today’s most exciting AI companies explain the newest and most challenging facets of their field. Powered by Sama.
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AnalystANGLE

SiliconANGLE

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Offical Podcast feed for SiliconANGLE Media's podcast where our hosts and guests reflect upon the many events the CUBE provides coverage for. @theCUBE@dvellante@stu@furrier
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Data Hurdles

Michael Burke and Chris Detzel

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Data Hurdles is a podcast that brings the stories of data professionals to life, showcasing the challenges, triumphs, and insights from those shaping the future of data. Hosted by Michael Burke and Chris Detzel, this podcast dives into the real-world experiences of data experts as they navigate topics like data quality, security, AI, data literacy, and machine learning. Each episode features guest data professionals who share their journeys, lessons learned, and the impact of data on industr ...
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Bill Magnuson is the co-founder and CEO at Braze, along with Kevin Wang, who joined as employee #8 and serves as the CPO. The two MIT graduates have built Braze into a publicly listed customer engagement platform with a $4.4B market cap. In 2023, Braze surpassed $500M in CARR, and serves over 2,200 customers worldwide. Before Braze, Bill spent time…
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We hear about Nitzan’s AI expertise, motivation for joining eBay, and approach to implementing AI into eBay's business model. Gain insights into the impacts of centralizing and federating AI, leveraging generative AI to create personalized content, and why patience is essential to AI development. We also unpack eBay's approach to LLM development, t…
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Daniel Avancini is the chief data officer and co-founder of Indicium—a fast-growing data consultancy started in Brazil. There are a lot of data consultancies around the world, and a lot of them do great work. What has been so fascinating about Indicium’s journey is their HR model. Rather than primarily hiring experienced professionals, they decided…
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Satya unpacks how Unilever utilizes its database to inform its models and how to determine the right amount of data needed to solve complex problems. Dr. Wattamwar explains why contextual problem-solving is vital, the notion of time constraints in data science, the system point of view of modeling, and how Unilever incorporates AI into its models. …
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Varun Anand is the co-founder and Head of Operations at Clay, a GTM development environment that combines data and AI to help over 5000 companies power everything from CRM enrichment to highly targeted outreach campaigns. Clay recently announced their Series B expansion, raising $40M at a $1.25B valuation. Before Clay, Varun was the Director of Ope…
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As a serial tech entrepreneur, VC investor, and expert in data-driven businesses, Auren Hoffman has been a player in Silicon Valley for nearly 30 years. Auren reflects on the pivotal decisions behind selling LiveRamp, the evolution of data companies, and how AI is reshaping industries. From the lessons learned in entrepreneurship to predictions abo…
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A look inside at the data work happening at a company making some of the most advanced technologies in the industry. Rahul Jain, data engineering manager at Snowflake, joins Tristan to discuss Iceberg, streaming, and all things Snowflake. For full show notes and to read 6+ years of back issues of the podcast's companion newsletter, head to https://…
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Over his 36-year career, Simon Ziff, President of Ackman-Ziff, has overseen more than $100 billion in transactions and witnessed the dramatic evolution of the real estate industry brought about by the Savings and Loan Crisis. Simon shares his journey from joining Ackman Brothers in the 1980s to seizing the opportunities created by the rise of CMBS …
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Jing explains how Vanguard uses machine learning and reinforcement learning to deliver personalized "nudges," helping investors make smarter financial decisions. Jing dives into the importance of aligning AI efforts with Vanguard’s mission and discusses generative AI’s potential for boosting employee productivity while improving customer experience…
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Key Points From This Episode: Ram Venkatesh describes his career journey to founding Sema4.ai. The pain points he was trying to ease with Sema4.ai. How our general approach to big data is becoming more streamlined, albeit rather slowly. The ins and outs of Sema4.ai and how it serves its clients. What Ram means by “agent” and “agent agency” when ref…
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Hamilton Ulmer is working at the intersection of UI, Exploratory Data Analysis, and SQL at MotherDuck, and he's built a long career in EDA. Hamilton and Tristan dive deep into the history of exploratory data analysis. Even if you spend most of your time below the frontend layer of the stack, it is important to understand the trends in both the prac…
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The most important decision President Trump may face is how to regulate artificial intelligence (AI). Neil Chilson, Head of AI Policy at the Abundance Institute, is a policy insider with nearly two decades of experience inside the halls of power. Neil walks us through how to think about the tradeoffs and approaches to capturing the enormous potenti…
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Tristan Handy is the Founder and CEO at dbt Labs, a cloud-based data management platform that has raised over $400M to date, and was last valued at $4.2B in 2022. Dbt Labs has grown from just three companies using its free tool in 2016 to an ecosystem of 30,000+ enterprise users. Before founding dbt Labs, Tristan was the VP of Marketing at RJMetric…
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Pascal & Yannick delve into the kind of human involvement SAM-2 needs before discussing the use cases it enables. Hear all about the importance of having realistic expectations of AI, what the cost of SAM-2 looks like, and the the importance of humans in LLMs. Key Points From This Episode: Introducing Pascal Jauffret and Yannick Donnelly to the sho…
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Today we are joined by Siddhika Nevrekar, an experienced product leader passionate about solving complex problems in ML by bringing people and products together in an environment of trust. We unpack the state of free computing, the challenges of training AI models for edge, what Siddhika hopes to achieve in her role at Qualcomm, and her methods for…
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Fivetran recently passed $300 million ARR and has over 7,000 customers globally. Taylor Brown, the cofounder and COO of Fivetran, joins the show to talk about Fivetran’s moat, the impact of AI on the data ingestion space, and open table formats and catalogs. For full show notes and to read 6+ years of back issues of the podcast's companion newslett…
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Yuhki Yamashita is the Chief Product Officer at Figma, leading the product and design teams. Previously, he was a product and design leader at Uber, where he orchestrated the redesign of the rider and driver apps. Yuhki was also a product manager at Google (YouTube iOS app) and Microsoft (Hotmail). Additionally, he has taught introductory computer …
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Today we are joined by Developer Advocate at Block, Rizel Scarlett, who is here to explain how to bridge the gap between the technical and non-technical aspects of a business. We also learn about AI hallucinations and how Rizel and Block approach this particular pain point, the burdens of responsibility of AI users, why it’s important to make AI to…
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The Data Hurdles Impact Index (DHII) provides a comprehensive analysis of the top Master Data Management platforms, evaluating vendors based on multi-domain capabilities, core features, AI enablement, data governance integration, architecture flexibility, total cost of ownership, market reach, and vendor stability. This inaugural DHII analysis cove…
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Key Points From This Episode: Drew and his co-founders’ background working together at RJ Metrics. The lack of existing data solutions for Amazon Redshift and how they started dbt Labs. Initial adoption of dbt Labs and why it was so well-received from the very beginning. The concept of a semantic layer and how dbt Labs uses it in conjunction with L…
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Cedric Chin runs Commoncog—a publication about accelerating business expertise. He joins Tristan to talk about the analytics development lifecycle, how organizations value (or misvalue) data, and why “data teams are not some IT helpdesk to be ignored.” For full show notes and to read 6+ years of back issues of the podcast's companion newsletter, he…
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The data revolution is transforming every business in the world, and Tristan Handy sits near the center of it. Starting with a simple idea, he and his team built dbt Labs into a multi-billion-dollar tech company by understanding how technology is changing the world and what that meant for how people should change with it. This episode dives into Tr…
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Steve Blank is an Adjunct Professor at Stanford University, where he co-created the "Hacking for Defense" curriculum for the Department of Defense. As a consultant to top defense and intelligence organizations, Steve brings cutting-edge strategies to the national security sector. Before entering academia, Steve built eight different startups. He he…
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Erik Bernhardsson, the CEO and co-founder of Modal Labs, joins Tristan to talk about Gen AI, the lack of GPUs, the future of cloud computing, and egress fees. They also discuss whether the job title of data engineer is something we should want more or less of in the future. Erik’s not afraid of a spicy take, so this is a fun one. For full show note…
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In this insightful episode of Data Hurdles, hosts Chris Detzel and Michael Burke sit down with Alex Welch, Head of Data at dbt Labs, to explore the transformative impact of AI on data organizations and the future of analytics. With over a decade of experience in FinTech and now leading data initiatives at dbt Labs, Alex shares valuable perspectives…
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In this episode, you’ll hear about Meeri's incredible career, insights from the recent AI Pact conference she attended, her company's involvement, and how we can articulate the reality of holding companies accountable to AI governance practices. We discuss how to know if you have an AI problem, what makes third-party generative AI more risky, and s…
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Build-to-Rent (BTR) may be the biggest innovation in real estate this decade and NexMetro Communities is arguably the originator. Since 2010, NexMetro has been developing BTR projects, with over 55 projects across the U.S., offering cottage-style homes specifically designed for renters. Hartmann provides insight into BTR’s growth, his unique busine…
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Show description: Scott Breitenother, founder of data consultancy Brooklyn Data Co., joins Tristan at Coalesce 2024 in Las Vegas to discuss the early days of dbt, the evolution of data teams, and what's next for the dbt community. For full show notes and to read 6+ years of back issues of the podcast's companion newsletter, head to https://roundup.…
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In this episode, Dr. Zoldi offers insight into the transformative potential of blockchain for ensuring transparency in AI development, the critical need for explainability over mere predictive power, and how FICO maintains trust in its AI systems through rigorous model development standards. We also delve into the essential integration of data scie…
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Jay breaks down the critical role of software optimizations and how they drive performance gains in AI, highlighting the importance of reducing inefficiencies in hardware. He also discusses the long-term vision for Lemurian Labs and the broader future of AI, pointing to the potential breakthroughs that could redefine industries and accelerate innov…
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Anneka Gupta is the Chief Product Officer at Rubrik, a cloud management and data security company with a US$6B market cap. Before Rubrik, Anneka spent 11 years leading various teams at LiveRamp, including product, go-to-market, and operations. In today’s episode, we discuss: How LiveRamp went from $30M to $200M ARR in 3 years Anneka’s jack-of-all-t…
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Former co-host Julia Schottenstein returns to the show to go deep into the world of LLMs. Julia joined LangChain as an early employee, in Tristan’s words, to “Basically solve all of the problems that aren't specifically in product and engineering.” LangChain has become one of, if not the primary frameworks for developing applications using large la…
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Melissa explains the importance of giving developers the choice of working with open source or proprietary options, experimenting with flexible application models, and choosing the size of your model according to the use case you have in mind. Discussing the democratization of technology, we explore common challenges in the context of AI including …
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In this comprehensive episode of Data Hurdles, hosts Chris Detzel and Michael Burke engage in a deep and insightful conversation with Willem Koenders, a global data strategy leader at ZS Associates, about the increasingly popular concept of data mesh. The episode begins with Willem providing his background and expertise in the data field, setting t…
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VP of AI and ML at Synopsys, Thomas Andersen joins us to discuss designing AI chips. Tuning in, you’ll hear all about our guest’s illustrious career, how he became interested in technology, tech in East Germany, what it was like growing up there, and so much more! We delve into his company, Synopsys, and the chips they build before discussing his r…
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Matt Lerner is the Founder and CEO at SYSTM, a startup coaching consultancy that helps high-potential companies grow their business. Matt also authored the book “Growth Levers”, which shares his framework that's helped over 200 seed-stage startups grow as much as 100x. Previously, Matt was on the early growth team at PayPal, a partner at 500 Startu…
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Developing AI and generative AI initiatives demands significant investment, and without delivering on customer satisfaction, these costs can be tough to justify. Today, SVP of Engineering and General Manager of Xactly India, Kandarp Desai joins us to discuss Xactly's AI initiatives and why customer satisfaction remains their top priority. Key Point…
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Nisha Paliwal, who leads enterprise data tech at Capital One, joins Tristan to discuss building a strong data culture for in the world of AI. She is the co-author of the book Secrets of AI Value Creation. For full show notes and to read 6+ years of back issues of the podcast's companion newsletter, head to https://roundup.getdbt.com. The Analytics …
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Bob Moore is the co-founder and CEO at Crossbeam, a “LinkedIn for data” platform that helps companies find overlapping opportunities with their partners. Crossbeam has raised US$117M to date and recently acquired Reveal in 2024. Bob previously cofounded RJMetrics (now part of Adobe Commerce Cloud) and Stitch Data (acquired by Talend). He is also th…
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Srujana is Vice President and Group Director at Walmart’s Machine Learning Center of Excellence and is an experienced and respected AI, machine learning, and data science professional. She has a strong background in developing AI and machine learning models, with expertise in natural language processing, deep learning, and data-driven decision-maki…
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Dr. Eirini Kalliamvakou is a senior researcher at GitHub Next. Eirini has built a career on studying software engineers, how to measure their productivity, how developer experience impacts productivity, and more. Recently, Eirini has been working on quantifying the impacts of GitHub Copilot. Does it actually help software engineers be more producti…
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Eoghan McCabe is the CEO and cofounder at Intercom, an AI customer service platform. Intercom has raised over $240M, and was last valued at $1.3B in 2018. After spending 9 years building the company, Eoghan left Intercom in 2020, but he’s since returned, reshaping Intercom and pioneering its pivot to an AI-first service. This episode highlights his…
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Our guest goes on to share the different kinds of research they use for machine learning development before explaining why he is more conservative when it comes to driving generative AI use cases. He even shares some examples of generative use cases he feels are worthwhile. We hear about how these changes will benefit all UPS customers and how they…
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Martin shares what reinforcement learning does differently in executing complex tasks, overcoming feedback loops in reinforcement learning, the pitfalls of typical agent-based learning methods, and how being a robotic soccer champion exposed the value of deep learning. We unpack the advantages of deep learning over modeling agent approaches, how fi…
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In this enlightening episode of "Data Hurdles," hosts Chris Detzel and Michael Burke engage in a deep conversation with Shubh Sinha, CEO and co-founder of Integral, about revolutionizing healthcare data sharing. Sinha, leveraging his experience at LiveRamp and his current leadership role at Integral, offers valuable insights into the intricate worl…
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Krithika Muthukumar is a marketing veteran. She is currently the VP of Marketing at OpenAI where she was the first marketing hire. Before that, she was Head of Marketing at Retool. Her longest tenure was at Stripe where she was hired as the first marketer and scaled with the company over nine years, from a 60-person team to 7500+. She began her car…
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A couple hundred people in San Francisco may be on the cusp of inventing artificial general intelligence (AGI). Yet most people are not paying close attention, are skeptical, and are certainly not in the room. Dwarkesh pulls back the curtain so that the broader public can understand what people who are actually building AI think is going to happen.…
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In this insightful episode of Data Hurdles, hosts Chris Detzel and Michael Burke welcome Malcolm Hawker, Chief Data Officer at Profisee, for an in-depth discussion on the evolving landscape of data management and the role of Chief Data Officers (CDOs) in today's organizations. The conversation kicks off with Malcolm sharing his journey from product…
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