Best Business Podcast (Gold), British Podcast Awards 2023 How do you build a fully electric motorcycle with no compromises on performance? How can we truly experience what the virtual world feels like? What does it take to design the first commercially available flying car? And how do you build a lightsaber? These are some of the questions this podcast answers as we share the moments where digital transforms physical, and meet the brilliant minds behind some of the most innovative products a ...
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Content provided by O'Reilly Media. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by O'Reilly Media or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
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Machine learning for operational analytics and business intelligence
Manage episode 248276626 series 61203
Content provided by O'Reilly Media. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by O'Reilly Media or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
In this episode of the Data Show, I speak with Peter Bailis, founder and CEO of Sisu, a startup that is using machine learning to improve operational analytics. Bailis is also an assistant professor of computer science at Stanford University, where he conducts research into data-intensive systems and where he is co-founder of the DAWN Lab.
We had a great conversation spanning many topics, including:
- His personal blog, which contains some of the best explainers on emerging topics in data management and distributed systems.
- The role of machine learning in operational analytics and business intelligence.
- Machine learning benchmarks—specifically two recent ML initiatives that he’s been involved with: DAWNBench and MLPerf.
- Trends in data management and in tools for machine learning development, governance, and operations.
Related resources:
- “Setting benchmarks in machine learning”: Dave Patterson, Peter Bailis, and other industry leaders discuss how MLPerf will define an entire suite of benchmarks to measure performance of software, hardware, and cloud systems.
- “The quest for high-quality data”
- “RISELab’s AutoPandas hints at automation tech that will change the nature of software development”
- Jeff Jonas on “Real-time entity resolution made accessible”
- “What are model governance and model operations?”
- “We need to build machine learning tools to augment machine learning engineers”
168 episodes
Share
Manage episode 248276626 series 61203
Content provided by O'Reilly Media. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by O'Reilly Media or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
In this episode of the Data Show, I speak with Peter Bailis, founder and CEO of Sisu, a startup that is using machine learning to improve operational analytics. Bailis is also an assistant professor of computer science at Stanford University, where he conducts research into data-intensive systems and where he is co-founder of the DAWN Lab.
We had a great conversation spanning many topics, including:
- His personal blog, which contains some of the best explainers on emerging topics in data management and distributed systems.
- The role of machine learning in operational analytics and business intelligence.
- Machine learning benchmarks—specifically two recent ML initiatives that he’s been involved with: DAWNBench and MLPerf.
- Trends in data management and in tools for machine learning development, governance, and operations.
Related resources:
- “Setting benchmarks in machine learning”: Dave Patterson, Peter Bailis, and other industry leaders discuss how MLPerf will define an entire suite of benchmarks to measure performance of software, hardware, and cloud systems.
- “The quest for high-quality data”
- “RISELab’s AutoPandas hints at automation tech that will change the nature of software development”
- Jeff Jonas on “Real-time entity resolution made accessible”
- “What are model governance and model operations?”
- “We need to build machine learning tools to augment machine learning engineers”
168 episodes
All episodes
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Similar to O'Reilly Data Show Podcast
Best Business Podcast (Gold), British Podcast Awards 2023 How do you build a fully electric motorcycle with no compromises on performance? How can we truly experience what the virtual world feels like? What does it take to design the first commercially available flying car? And how do you build a lightsaber? These are some of the questions this podcast answers as we share the moments where digital transforms physical, and meet the brilliant minds behind some of the most innovative products a ...
…
continue reading
Custom Manufacturing Industry podcast is an entrepreneurship and motivational podcast on all platforms, hosted by Aaron Clippinger. Being CEO of multiple companies including the signage industry and the software industry, Aaron has over 20 years of consulting and business management. His software has grown internationally and with over a billion dollars annually going through the software. Using his Accounting degree, Aaron will be talking about his organizational ways to get things done. Hi ...
…
continue reading
It didn’t all change in March 2020. Not really. The UK high street has been in the throes of a gradual revolution for decades. From the rise of ecommerce, to the birth of mobile, social commerce, and a growing emphasis on experience, change has been underway for a while. In fact for many, the pandemic has acted as a wake-up call. Digital transformation was no longer a ‘nice to have’ but a matter of survival. Necessity sparked innovation and customers are enjoying more flexibility and conveni ...
…
continue reading
Tim Reid (AKA Timbo) interviews the most innovative founders in the world of small business. In this award winning podcast business owners share where their original business idea came from, how they got it to market and the strategies they used that led to their business’s unprecedented growth. Tim Reid's curiosity for what makes business owners tick and his passion for small business success means that every episode is chock full of marketing gold that will help you build that beautiful bu ...
…
continue reading
The Knowledge at Wharton Network Acast feed serves as a curated showcase highlighting the best content from our podcast collection. Each week, we feature one standout episode from each show in the Wharton Podcast Network, giving listeners a comprehensive sample of our diverse business and academic content. This rotating selection allows audiences to discover new shows within our network while experiencing the depth and variety of Wharton's thought leadership across different topics and forma ...
…
continue reading
Alessandro Bogliari, CEO and Co-Founder of The Influencer Marketing Factory, a global influencer marketing agency, talks with great guests about influencer marketing, social media, the creator economy, social commerce and much more.
…
continue reading
Bitcoin groundbreakers share personal stories of how Bitcoin is changing lives for the better. Host Mauricio Di Bartolomeo, co-founder and CSO of Ledn, speaks with leading Bitcoin voices, entrepreneurs, and human rights advocates to hear their unique journey and practical real-world examples of how Bitcoin has made a positive impact in their lives. Brought to you by Ledn, a leading financial services company built for Bitcoin & digital assets. Ledn offers a suite of lending, saving and tradi ...
…
continue reading
Where startup founders raise millions and listeners can invest. Host Josh Muccio takes listeners behind closed-doors and into the room where deals are made. Part of the Vox Media Podcast Network.
…
continue reading
Welcome to the What's Next! Podcast. I've met so many brilliant people as I traveled the globe and have had some fascinating conversations that I've wished had been recorded so I could share them with you - this podcast was a way for me to recreate those moments and let you in on some fantastic insights. My current conversations center around one objective: what's next for companies and individuals as they look to innovate and grow. I hope these conversations inspire you as much as they have ...
…
continue reading
The Greatness Machine is on a Quest to Maximize the Human Experience! Join Award Winning CEO and Author, Darius Mirshahzadeh (pron. Mer-shaw-za-day), as he interviews some of the greatest minds in the world―turning their wisdom and experience into learnings and advice you can use in your life so that you can level up and create greatness. Join Darius as he goes deep with guests like: Moby, Seth Godin, Gabby Reece, Amanda Knox, UFC Ring Announcer Bruce Buffer, Former FBI Negotiator Chris Voss ...
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continue reading
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