On The Bike Shed, hosts Joël Quenneville and Stephanie Minn discuss development experiences and challenges at thoughtbot with Ruby, Rails, JavaScript, and whatever else is drawing their attention, admiration, or ire this week.
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תוכן מסופק על ידי Jon Krohn. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Jon Krohn או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
דומה לSuper Data Science: ML & AI Podcast with Jon Krohn
This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
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Hanselminutes is Fresh Air for Developers. A weekly commute-time podcast that promotes fresh technology and fresh voices. Talk and Tech for Developers, Life-long Learners, and Technologists.
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A podcast about web design and development.
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Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.
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Africa-focused technology, digital and innovation ecosystem insight and commentary.
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Welcome to the Security Weekly Podcast Network, your all-in-one source for the latest in cybersecurity! This feed features a diverse lineup of shows, including Application Security Weekly, Business Security Weekly, Paul's Security Weekly, Enterprise Security Weekly, and Security Weekly News. Whether you're a cybersecurity professional, business leader, or tech enthusiast, we cover all angles of the cybersecurity landscape. Tune in for in-depth panel discussions, expert guest interviews, and ...
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The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.
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Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
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Show notes are at https://stevelitchfield.com/sshow/chat.html
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Player FM - אפליקציית פודקאסט
התחל במצב לא מקוון עם האפליקציה Player FM !
התחל במצב לא מקוון עם האפליקציה Player FM !
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Lost Cultures: Living Legacies
1 Bermuda: The Crossroads of the Atlantic 51:57
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אהבתיOn the Season 2 debut of Lost Cultures: Living Legacies , we travel to Bermuda, an Atlantic island whose history spans centuries and continents. Once uninhabited, Bermuda became a vital stop in transatlantic trade, a maritime stronghold, and a cultural crossroads shaped by African, European, Caribbean, and Native American influences. Guests Dr. Kristy Warren and Dr. Edward Harris trace its transformation from an uninhabited island to a strategic outpost shaped by shipwrecks, colonization, the transatlantic slave trade, and the rise and fall of empires. Plus, former Director of Tourism Gary Phillips shares the story of the Gombey tradition, a vibrant performance art rooted in resistance, migration, and cultural fusion. Together, they reveal how Bermuda’s layered past continues to shape its people, culture, and identity today. You can also find us online at travelandleisure.com/lostcultures Learn more about your ad choices. Visit podcastchoices.com/adchoices…
814: Summer Reflections
Manage episode 437077325 series 2532807
תוכן מסופק על ידי Jon Krohn. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Jon Krohn או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
As summer winds down, this episode shifts focus from the usual tech discussions to something more personal: reflecting on the importance of balancing work with life’s simple pleasures. While the world of data science and AI continues to evolve rapidly, it's essential to remember that true success isn't just about professional milestones. It’s also about cherishing the moments that make life meaningful. Tune in for a brief but impactful reflection on how to redefine success to include not just achievements, but also the everyday joys that often go unnoticed.
Additional materials: www.superdatascience.com/814
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
970 פרקים
שתפוManage episode 437077325 series 2532807
תוכן מסופק על ידי Jon Krohn. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Jon Krohn או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
As summer winds down, this episode shifts focus from the usual tech discussions to something more personal: reflecting on the importance of balancing work with life’s simple pleasures. While the world of data science and AI continues to evolve rapidly, it's essential to remember that true success isn't just about professional milestones. It’s also about cherishing the moments that make life meaningful. Tune in for a brief but impactful reflection on how to redefine success to include not just achievements, but also the everyday joys that often go unnoticed.
Additional materials: www.superdatascience.com/814
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
970 פרקים
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1 892: We’re In The AI “Trough of Disillusionment” (and that’s Great!) 12:24
12:24 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי12:24
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיBusinesses have entered a “trough of disillusionment” for AI. In this Five-Minute Friday, Jon Krohn learns why Fortune 500 execs are so frustrated with the tools and how they can work their way up the “slope of enlightenment” towards effective AI. Hear why AI takeup hasn’t so far gone to plan in the corporate world and what that world needs from AI to encourage greater business engagement. Additional materials: www.superdatascience.com/892 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 891: Conversational AI is Overhauling Data Analytics, with Martin Brunthaler 1:02:08
1:02:08 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:02:08
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMartin Brunthaler talks to Jon Krohn about founding Adverity, a data analytics platform for marketing that simplifies integrating data from multiple sources and crunching them into actionable insights. Learn how Adverity became a data analytics powerhouse serving multiple industries, and why Martin thinks AI will strengthen rather than diminish the job market for data scientists, data analysts, and machine learning engineers. Additional materials: www.superdatascience.com/891 Today’s episode is brought to you by Trainium2, the latest AI chip from AWS and by the Dell AI Factory with NVIDIA Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:52) How Martin co-founded Adverity (14:26) The features of Adverity (39:24) If data analysts, data scientists, and ML engineers should worry about Adverity making their job redundant (48:29) Martin’s predictions for the future for data analysts and data scientists (51:39) Martin’s tips for success as a CTO…
In this week’s Five-Minute Friday, Jon Krohn reveals highlights from Stanford University’s AI Index Report. Released a few weeks ago by the Institute for Human-Centered AI, this annual report details the incredible technical advances, policies, and investments in artificial intelligence. Hear which models achieve the best performance relative to their size, in what scenarios top AI systems can outperform humans (and when humans still outperform AI), and more in Jon’s five key takeaways. Additional materials: www.superdatascience.com/890 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 889: AI-Powered Virtual Reality: The Future of Education and Entertainment, with Mary Spio 1:06:59
1:06:59 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:06:59
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיFounder of CEEK’s Mary Spio talks to Jon Krohn about how the platform contributes to the emerging community of digital creators with its blockchain-powered virtual experiences. Hear how Mary got her first investors for CEEK and how it is used across industries as diverse as education, entertainment, aviation, and healthcare. Additional materials: www.superdatascience.com/889 This episode is brought to you by Adverity, the conversational analytics platform and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:42) What CEEK is and the multiple industries it serves (38:47) How Mary developed VR headsets to reduce nausea experienced by women headset users (42:10) The growing potential for immersive experiences (44:36) How to mitigate the risks of immersive-experience misuse (51:56) Mary’s tips for career success…
1 888: Teams of Agents: The Next Frontier in AI Collaboration, with Mike Pell 31:32
31:32 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי31:32
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMike Pell speaks to Jon Krohn about The Microsoft Garage, a program that drives the culture of innovation at the tech multinational, and how listeners can apply their principles to foster innovation in their workplace. In this Five-Minute Friday, you’ll hear more about Microsoft’s approaches to agentic AI, the future of human-AI collaboration in the workplace, and why experimentation and curiosity are critical skills for the future of work. Additional materials: www.superdatascience.com/888 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 887: Multi-Agent Teams, Quantum Computing and the Future of Work, with Dell’s Global CTO John Roese 1:02:04
1:02:04 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:02:04
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJon Krohn speaks to John Roese about the promise of multi-agent teams for business, the benefits of agentic AI systems that can identify and complete tasks independently, and how these systems demand new authentication, authorization, security and knowledge-sharing standards. They also discuss how to use AI to refine project ideas down to a core business need, as well as the new and emerging careers in the tech industry and beyond, all thanks to AI. Additional materials: www.superdatascience.com/887 This episode is brought to you by Adverity, the conversational analytics platform and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:54) Why ROI is the most important aspect of an AI-driven project (14:06) Why high-impact AI projects trigger a flywheel of success (23:32) The future of agentic systems (30:28) How to manage agentic systems at scale (46:36) The disruptive nature of quantum computing…
1 886: In Case You Missed it In April 2025 35:49
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הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיOur In Case You Missed It episode for April has clips on NVIDIA’s and Dell’s product and service offers including an overview of NVIDIA’s GPUs, AI Enterprise, and its microservices. You’ll also hear about AWS’ focus on bringing choice to customers and the incredible power of its Graviton CPU, how Zerve opens access to AI deployment, Merck KGaA, Darmstadt, Germany’s multi-chip integration, and why reliance on the cloud might soon become a practice of times past. Additional materials: www.superdatascience.com/886 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 885: Python Polars: The Definitive Guide, with Jeroen Janssens and Thijs Nieuwdorp 1:15:22
1:15:22 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:15:22
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJeroen Janssens and Thijs Nieuwdorp are data frame library Polars’ greatest advocates in this episode with Jon Krohn, where they discuss their book, Python Polars: The Definitive Guide , best practice for using Polars, why Pandas users are switching to Polars for data frame operations in Python, and how the library reduces memory usage and compute time up to 10x more than Pandas. Listen to the episode to be a part of an O’Reilly giveaway! Additional materials: www.superdatascience.com/885 This episode is brought to you by Trainium2, the latest AI chip from AWS , by Adverity, the conversational analytics platform and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:44) Why Jeroen and Thijs wrote Python Polars: The Definitive Guide (21:54) Best practices in Polars (25:55) Why Polars has so many users (34:32) The benefits of the Great Tables package (51:06) Jeroen and Thijs’ partnership with NVIDIA and Dell for Python Polars: The Definitive Guide…
Model Context Protocol (MCP) is Anthropic’s hottest tool, with over 1,000 community-built MCP servers in operation by February alone. In this Five-Minute Friday, Jon Krohn explains what took so long for users to catch on: Anthropic released MCP in November 2024. Hear more about the buzz behind MCP, its applications, and how easy it is to get started. Additional materials: www.superdatascience.com/884 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 883: Blackwell GPUs Are Now Available at Your Desk, with Sama Bali and Logan Lawler 1:04:03
1:04:03 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:04:03
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיReturning after the “Super Bowl of AI”, NVIDIA GTC, Sama Bali and Logan Lawler talk to Jon Krohn about their respective work at tech giants NVIDIA and Dell. Sama and Logan discuss the next-gen Blackwell GPUs to their collaboration with Dell in launching Pro-Max PCs specially designed to take on heavy computational workloads as well as the incredible performance of GB 10 and GB 300 workstations, and the widening accessibility of AI developer tools and models. Additional materials: www.superdatascience.com/883 This episode is brought to you by ODSC, the Open Data Science Conference , by Adverity, the conversational analytics platform and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:29) About Dell’s Pro Max PCs (14:01) Why having a Blackwell GPU from Nvidia is a great option for those new to training and deploying AI models (36:47) When it makes sense for a data scientist to switch from a Unix to a Windows based system (46:33) Logan’s and Sama’s predictions for AI…
This week’s five-minute Friday heads to the Netherlands to find out more about Dutch company ASML, the brains behind the lithography machines that build AI chips. Jon Krohn walks through how ASML came to dominate the market, where they’re headed next, and how ASML’s complex machines shape AI chips as well as the very future of AI. Additional materials: www.superdatascience.com/882 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 881: Beyond GPUs: The Power of Custom AI Accelerators, with Emily Webber 1:17:06
1:17:06 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:17:06
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיEmily Webber speaks to Jon Krohn about her work at Amazon Web Services, from its Annapurna Labs-developed Nitro System, a foundational technology that can enhance securities and performance in the cloud and how Trainium2 became AWS’ most powerful AI chip with four times the compute of Trainium. Hear the specs of AWS’s chips and when to use them. Additional materials: www.superdatascience.com/881 This episode is brought to you by ODSC , the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (08:36) Emily’s work on AWS’ SageMaker and Trainium (23:54) How AWS Neuron lets builders tailor their approach to using frameworks (29:07) Why using an accelerator is better than using a GPU (35:29) The key differences between AWS Trainium and AWS Trainium2 (52:45) How to select between AWS Trainium and AWS Trainium2…
1 880: Manus, DeepSeek and China’s AI Boom 10:17
10:17 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי10:17
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיFirst developed in China, Manus AI and DeepSeek have made great waves on an international scale. Sought-after for their cost-effectiveness compared to US-made tech, Manus AI and DeepSeek are quickly becoming dominant technologies inside the country. In this five-minute Friday, Jon Krohn asks: Do these technologies warrant the huge amount of resources spent on them by multiple industries in China, and what makes hype become a mainstay? Additional materials: www.superdatascience.com/880 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 879: Serverless, Parallel, and AI-Assisted: The Future of Data Science is Here, with Zerve’s Dr. Greg Michaelson 1:07:14
1:07:14 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:07:14
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיGreg Michaelson speaks to Jon Krohn about the latest developments at Zerve, an operating system for developing and delivering data and AI products, including a revolutionary feature allowing users to run multiple parts of a program’s code at once and without extra costs. You’ll also hear why LLMs might spell trouble for SaaS companies, Greg’s ‘good-cop, bad-cop’ routine that improves LLM responses, and how RAG (retrieval-augmented generation) can be deployed to create even more powerful AI applications. Additional materials: www.superdatascience.com/879 This episode is brought to you by Trainium2, the latest AI chip from AWS and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:00) Zerve’s latest features (35:26) How Zerve’s built-in API builder and GPU manager lowers barriers to entry (40:54) How to get started with Zerve (41:49) Will LLMs make SaaS companies redundant? (52:29) How to create fairer and more transparent AI systems (56:07) The future of software developer workflows…
1 878: In Case You Missed It in March 2025 30:49
30:49 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי30:49
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAI stacks, AGI, training neural networks, and AI authenticity: Jon Krohn rounds up his interviews from March with this episode of “In Case You Missed It”. In his favorite clips from the month, he speaks to Andriy Burkov (Episode 867), Natalie Monbiot (Episode 873), Richmond Alake (Episode 871) and Varun Godbole (Episode 869). Additional materials: www.superdatascience.com/878 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 877: The Neural Processing Units Bringing AI to PCs, with Shirish Gupta 1:09:32
1:09:32 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:09:32
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיNPUs, AIPC, and Dell’s growing suite of AI products: Shirish Gupta speaks to Jon Krohn about neural processing units and what makes them a go-to tool for AI inference workloads, reasons to move your workloads from the cloud and to your local devices, what the mnemonic AIPC stands for and why it will soon be on everyone’s lips, and he offers a special intro to Dell’s new Pro-AI Studio Toolkit. Hear about several real-world AIPC applications run by Dell’s clients, from detecting manufacturing defects to improving efficiencies for first responders, massively supporting actual life-or-death situations. Additional materials: www.superdatascience.com/877 This episode is brought to you by ODSC , the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:28) What neural processing units (NPUs) are (23:53) About Dell Pro AI Studio (35:03) Use cases for Dell Pro AI Studio (45:16) How AI development workflows and applications will change (49:01) About Dell’s AI factory ecosystem…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 876: Hugging Face’s smolagents: Agentic AI in Python Made Easy 15:11
15:11 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי15:11
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיSmall, simple, accessible: Hugging Face makes a huge contribution to the agentic AI wave with its smolagents. Jon Krohn explores how this small-but-mighty new Python library can act as the best personal assistant you never had. Hear about its features and use cases in this five-minute Friday. Additional materials: www.superdatascience.com/876 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 875: How Semiconductors Are Made (And Fuel the AI Boom), with Kai Beckmann 1:10:29
1:10:29 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:10:29
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיWhy are semiconductors so essential in this digital age, and how are they made? Jon Krohn speaks to electronics CEO Kai Beckmann about Merck KGaA, Darmstadt, Germany’s intricate manufacturing process, how we can use AI to develop materials that power next-gen AI technologies, and how a chip with the processing power of the human brain might one day be able to run on the power of a low-watt light bulb. Additional materials: www.superdatascience.com/875 This episode is brought to you by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (06:26) How Merck KGaA, Darmstadt, Germany supports groundbreaking developments in AI (13:42) Material science’s biggest challenges for AI (29:55) What heterogeneous integration is (34:37) How optical tech influences the electronics industry (49:04) Navigating upturns and downturns in the semiconductor industry (53:08) How AI regulations benefit humanity…
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1 874: How AI is Transforming Baseball (with Lessons For All of Us) 14:27
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הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this Five-Minute Friday, Jon Krohn talks baseball. For decades, coaches have relied on player performance stats to make in-game decisions and refine their season strategies. Now, AI led by Statcast is taking baseball strategy even further, massively broadening analytics data to include pitch, swing and catch trajectories, spin rates, biomechanical information, player matchups, and how to enhance player performances. Listen to the episode to find out what other industries can learn from the “data-friendly” sport of baseball. Additional materials: www.superdatascience.com/874 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 873: Become Your Best Self Through AI Augmentation — feat. Natalie Monbiot 1:12:32
1:12:32 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:12:32
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיNatalie Monbiot is an independent advisor and collaborator for projects that concern the “virtual human”, and she is “going all in on the virtual human economy”. Jon Krohn speaks to Natalie about these new ventures, how to mitigate the divide between AI users and nonusers, and how anyone can collaborate with AI without compromising their own creativity. Additional materials: www.superdatascience.com/873 This episode is brought to you by the Dell AI Factory with NVIDIA , by Trainium2, the latest AI chip from AWS and by ODSC, the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:21) Natalie’s influences for her work (18:30) Will machines surpass human intelligence? (29:08) Using LLMs as collaborators and partners (40:15) How platforms demand user engagement and time (56:54) Natalie Monbiot at Wizly…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 872: Microsoft’s “Majorana 1” Chip Brings Quantum ML Closer 12:20
12:20 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי12:20
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this five-minute Friday, Jon Krohn looks into Microsoft’s recent release of Majorana 1, a new quantum processing unit that uses topological qubits, a step away from the fragile qubits currently in use. Get Jon’s thoughts about this “transistor for the quantum age”, potential applications for quantum computing, and why this marks an exciting future for data science and machine learning practitioners. Additional materials: www.superdatascience.com/8 72 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 871: NoSQL Is Ideal for AI Applications, with MongoDB’s Richmond Alake 1:13:11
1:13:11 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:13:11
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAgentic AI, AI success strategies, and why flexibility will be so important to keep up with the AI market: Jon Krohn talks to Richmond Alake about the NoSQL database MongoDB, including why it’s a great addition to your toolkit for developing (agentic) AI applications, with a look under the hood at its native vector database. Richmond also talks about why he expects multi-agent AI architectures to go mainstream in 2025. Additional materials: www.superdatascience.com/871 This episode is brought to you by the Dell AI Factory with NVIDIA and by ODSC , the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:10) How Richmond became a Staff Developer Advocate (07:40) How NoSQL database differs from a relational database (16:50) The advantages of working with the cloud-based MongoDB Atlas (32:26) Richmond’s predictions for agentic AI (40:38) How to create an effective AI strategy…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 870: OpenAI’s “Deep Research”: Get Days of Human Work Done in Minutes 17:22
17:22 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי17:22
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this Five-Minute Friday, Jon Krohn looks into what he considers the world’s most powerful research tool to date, OpenAI’s Deep Research. Find out how OpenAI trained Deep Research to compile literature reviews of limitless topics, what similar tools are on the market, and where Jon sees the tool as having real-world value including how he uses it daily. Additional materials: www.superdatascience.com/870 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 869: AI Should Make Humans Wiser (But It Isn’t), with Varun Godbole 1:19:42
1:19:42 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:19:42
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJon Krohn talks to Varun Godbole about AI prompt engineering, generative wisdom, and AI generalists in this episode all about the interrelationships between humans and AI. Additional materials: www.superdatascience.com/869 This episode is brought to you by the Dell AI Factory with NVIDIA and by ODSC, the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (10:44) Using deep learning to predict breast cancer (15:55) All about Varun’s Tuning Playbook (29:56) On the explosion of interest and news about AI and data science (46:35) About Varun’s Wise AI…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 868: In Case You Missed It in February 2025 26:31
26:31 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי26:31
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיHow to start a successful tech company, and how you can get started with DBT, TabPFN and BAML: Jon Krohn rounds up his favorite moments from February in this episode of “In Case You Missed It”. Additional materials: www.superdatascience.com/868 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 867: LLMs and Agents Are Overhyped, with Dr. Andriy Burkov 1:33:12
1:33:12 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:33:12
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיThe realities of Agentic AI, AGI, and chatbots that don’t hallucinate: Andriy Burkov talks to Jon Krohn about AI in 2025. Best known for his concise machine learning modelling books, author and AI influencer Andriy Burkov also talks about his latest publication in the series, The Hundred-Page Language Learning Models Book. Additional materials: www.superdatascience.com/867 This episode is brought to you by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:38) Andriy’s “triology” of books on machine learning (29:32) On the limitations of AI agents (41:12) On the prospect of artificial general intelligence (AGI) (54:24) On developing a chatbot that doesn’t hallucinate (01:10:07) On open-weight and open-source LLMs…
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Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn addresses a question for the ages: How close are we, really, to Jurassic Park? Dallas-based biotech company Colossal Biosciences is developing technology that aims to return previously extinct animals like the dodo and woolly mammoth to earth and, crucially, pull many others like the white rhino back from the brink of extinction. Additional materials: www.superdatascience.com/866 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 865: How to Grow (and Sell) a Data Science Consultancy, with Cal Al-Dhubaib 53:50
53:50 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי53:50
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJon Krohn talks to Cal Al-Dhubaib about the extraordinary success of AI and machine learning solutions provider Pandata, his ironclad hack for any company to define their core values, and how to attract and secure loyal clients. Cal thinks tech professionals make two critical mistakes in their careers: The first is that they too-often enjoy being the gatekeepers of their work rather than educating their clients and coworkers as to the details of their projects and why it benefits the company. The second is that tech professionals don’t show vulnerability, whether that means not knowing a topic or not fully understanding how a business works. This issue, Cal says, can spell the difference between a startup’s success and failure. Learn how tech startups can make an ironclad strategy for their future in this episode of The SuperDataScience Podcast. This episode is brought to you by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (09:32) How to scale a successful data science consultancy (22:25) How Pandata navigates highly regulated environments (27:59) How to tackle tech illiteracy in business (36:32) What skills Cals looks for in new hires (35:56) How to sell on a tech company Additional materials: www.superdatascience.com/865…
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Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn investigates OpenAI’s new release, o3-mini, in this five-minute Friday, where he walks through the reasoning model’s capabilities and performance, cross-examining them against other major-league players, DeepSeek-R1, GPT-4o and Claude 3.5 Sonnet. Additional materials: www.superdatascience.com/864 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 863: TabPFN: Deep Learning for Tabular Data (That Actually Works!), with Prof. Frank Hutter 1:06:06
1:06:06 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:06:06
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJon Krohn talks tabular data with Frank Hutter, Professor of Artificial Intelligence at Universität Freiburg in Germany. Despite the great steps that deep learning has made in analysing images, audio, and natural language, tabular data has remained its insurmountable obstacle. In this episode, Frank Hutter details the path he has found around this obstacle even with limited data by using a ground-breaking transformer architecture. Named TabPFN, this approach is vastly outperforming other architectures, as testified by a write up of TabPFN’s capabilities in Nature. Frank talks about his work on version 2 of TabPFN, the architecture’s cross-industry applicability, and how TabPFN is able to return accurate results with synthetic data. This episode is brought to you by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (05:57) All about the TabPFN architecture (21:27) Use cases for Bayesian inference (35:07) On getting published in Nature (44:03) How TabPFN handles time series data (51:52) All about Prior Labs Additional materials: www.superdatascience.com/863…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 847: AI Engineering 101, with Ed Donner 1:12:14
1:12:14 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:12:14
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיEd Donner co-founded AI-driven recruitment platform, Nebula.io, with The SuperDataScience Podcast’s host, Jon Krohn. Ed and Jon reminisce about how they launched their company, the growing opportunities for data scientists, how to choose an LLM, and today’s top technical terms in AI. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (11:15) What an AI engineer does (19:23) Defining today’s key terms in AI: RAG, fine tuning, agentic. (27:09) How to select an LLM (49:41) Pitting LLMs against each other in a game (53:14) What to do once you’ve selected an AI model Additional materials: www.superdatascience.com/847…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 846: Making Enterprise Data Ready for AI, with Anu Jain and Mahesh Kumar 18:04
18:04 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי18:04
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this Five-Minute Friday, Jon Krohn speaks to Anu Jain, CEO of Nexus Cognitive, and Mahesh Kumar, CMO of Acceldata. They talk about the importance of updating data, especially for predictive models that make key financial decisions for a company, as well as the current state of data governance and why it’s overdue its own update. Additional materials: www.superdatascience.com/846 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 845: Tech is Our New Religion And It Needs Reformation, with Greg Epstein 1:36:56
1:36:56 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:36:56
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיDiscover how technology has become the modern belief system shaping our world. Greg Epstein, author of Tech Agnostic: How Technology Became the World's Most Powerful Religion, and Why It Desperately Needs a Reformation , draws striking parallels between tech culture and traditional faiths. From AI's "singularity" echoing prophetic narratives to Silicon Valley’s promises of salvation through innovation, Greg uncovers the profound influence of technology on our lives. He challenges us to rethink blind faith in progress, focus on genuine human connection, and navigate a future where ethics and empathy guide innovation. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (08:30) How can someone cultivate connection without religion? (15:49) Social media as a new form of community (17:00) Tech's transformation into a religion (56:08) How to set boundaries with tech (01:01:32) The singularity as a religious narrative (01:19:53) Transhumanism and effective altruism as tech cults (01:15:00) Defining tech agnosticism (01:26:55) Prioritizing human connection in a tech-driven world Additional materials: www.superdatascience.com/845…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 844: In Case You Missed It in November 2024 38:08
38:08 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:08
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode of “In Case You Missed It”, in which we round up our favorite moments from the previous month of interviews, Jon Krohn asks his guests about the future of recruitment and job applications, the multiple pathways to a career in AI, the potential of AI in developing proteins for improved healthcare, and how “AI celebrity” doesn’t necessarily equate to “AI expert”. Additional materials: www.superdatascience.com/844 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 843: Safe, Fast and Efficient AI, with Protopia’s Dr. Eiman Ebrahimi 1:27:50
1:27:50 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:27:50
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיWhat’s holding your AI projects back from success? Dr. Eiman Ebrahimi, CEO of Protopia AI and former NVIDIA scientist, takes us on a fascinating journey through the challenges of AI data security and enterprise scalability. Learn how to escape "proof of concept purgatory," unlock profitable AI solutions, and tackle the trade-offs between cost, speed, and security. Plus, discover how the philosophy of Alan Watts can inspire innovation and drive meaningful change in the world of AI. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (02:53) Protopia’s role in AI data security and privacy (11:45) The functionality behind Stained Glass Transform (22:20) Eiman’s journey from NVIDIA to founding Protopia (25:37) Challenges enterprises face with ROI on AI projects (36:40) Multi-tenancy in AI systems (55:37) Stained Glass Transform’s privacy-preserving capabilities (01:09:31) Emerging trends in AI (01:14:55) Alan Watts’ philosophies and their link to entrepreneurship Additional materials: www.superdatascience.com/843…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 842: Flexible AI Deployments Are Critical, with Chris Bennett and Joseph Balsamo 17:18
17:18 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי17:18
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this Five-Minute Friday, Jon interviews Chris Bennett and Joseph Balsamo on the importance of flexibility in the way we deploy AI models, Dell’s brand positioning in the AI space, and whether GenAI’s business applications stand up to the hype. Additional materials: www.superdatascience.com/842 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 841: Andrew Ng on AI Vision, Agents and Business Value 26:21
26:21 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי26:21
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this special episode recorded live at ScaleUp:AI in New York, Jon Krohn speaks to Andrew Ng in response to his conference talk on smart agentic AI workflows. Jon follows up with Andrew about smart agentic workflows and when to use them, how businesses should direct their efforts in investing in AI, and the new ways that AI tools can process visual and unstructured data. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (06:13) How to weigh up cost and effectiveness in new AI workflows (12:08) The crucial elements for building effective vision AI applications (15:34) How large vision models might transform global industries (18:40) How to mitigate risk in people not verifying accuracy in answers generated by agents Additional materials: www.superdatascience.com/841…
What do AI, robotics, and premium wine grapes have in common? Everything, as it turns out. In this episode, we explore viticultural robotics a revolutionary project combining machine learning, spectroscopic sensors, and VR-controlled robotics to tackle one of agriculture’s trickiest challenges: harvesting delicate wine grapes worth over $6,000 per tonne. From vineyards in the UK to cutting-edge labs, discover how these innovations could transform not just viticulture but the entire future of precision agriculture. Additional materials: www.superdatascience.com/840 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 839: Double Your Data Salary in 11 Months, with Jess Ramos 59:58
59:58 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי59:58
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJess Ramos is redefining success in data analytics. As the Founder of Big Data Energy and a Senior Data Analyst at Crunchbase, she’s mastered the art of salary negotiation, built a massive social media following, and turned her passion for data into a thriving personal brand. She reveals how she doubled her salary in under a year, created her own SQL course, and advocates for women in STEM. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:42) How Jess got her start in data analytics (09:14) Why SQL is the most critical skill for data professionals (11:46) How Jess more than doubled her salary in less than a year (20:16) Tips for transitioning from a data job to creating your own business (31:20) The various routes to a career in data science (39:13) How Jess challenges STEM stereotypes Additional materials: www.superdatascience.com/839…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 838: Consciousness and Machines, with Jennifer K. Hill 44:06
44:06 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי44:06
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJon Krohn heads to Lisbon for an interview hosted by Bella Shing, Chapter Lead for Light Dao. He shares the stage with Regarding Consciousness podcast host, Jennifer Hill, where the three discuss AI philosophy and consciousness. Additional materials: www.superdatascience.com/838 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 837: Career Success in the AI Era, with Deepali Vyas 1:10:26
1:10:26 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:10:26
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיDeepali Vyas, Global Head of Applied Intelligence (Data Science & AI) and FinTech at Korn Ferry, talks to Jon Krohn about the best ways for data science and AI professionals to get seen and hired. Hear why video, not text, is the future of recruitment, how to get over camera shyness, and how to make a winning impression on job recruiters. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (09:49) On using GenAI to get hired (27:44) The future of video in recruitment (40:36) Tips for the camera-shy (44:15) How Fearless+ started (54:51) How AI helps organizations to ensure equity (57:43) Green-flag behaviors at work Additional materials: www.superdatascience.com/837…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 836: How to Become Happier, with Dr. Nat Ware 31:22
31:22 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי31:22
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיEconomist and social-impact innovator Dr. Nat Ware reveals how our expectations shape happiness and why chasing it often leaves us unfulfilled. He shares insights on the “hedonic treadmill” and the effects of constant comparison on our well-being. Find out how to build a more meaningful life by making memories, taking chances, and focusing on genuine connections. Additional materials: www.superdatascience.com/836 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 835: AI Systems as Productivity Engines, with You.com’s Bryan McCann 1:33:04
1:33:04 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:33:04
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAI systems are evolving rapidly, and in this episode, Bryan McCann, CTO of You.com, explains You.com’s unique approach to search, the impact of AI-driven research, and the game-changing potential of AI agents. With a background in natural language processing and philosophy, Bryan joins Jon Krohn to share a fresh perspective on where AI is headed and what it means for the future of work and scientific discovery. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:55) How You.com’s “do engine” approach connects users to multiple language models (11:34) How AI systems at You.com generate optimized, intent-driven queries for better results (28:39) You.com’s focus on automated workflows sets it apart from other platforms (31:31) AI agents in You.com, with Bryan predicting they’ll outnumber people by 2025 (41:49) Bryan’s path to unified AI models that can perform diverse tasks (50:40) Early experiments with alignment in AI that influenced modern transformers (01:04:45) Bryan’s research on controllable text generation (01:11:27) Language models applied to protein generation, linking text and biology sequences Additional materials: www.superdatascience.com/835…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 834: In Case You Missed It in October 2024 44:59
44:59 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי44:59
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJon Krohn starts the month with his round-up of favorite clips from the previous month. Hear from Bradley Voytek, Natalie Monbiot, Luca Antiga, Chad Sanderson, and Ritchie Vink in conversations about the ongoing potential of AI. Additional materials: www.superdatascience.com/834 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 833: The 10 Reasons AI Projects Fail, with Dr. Martin Goodson 1:25:25
1:25:25 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:25:25
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMartin Goodson speaks to Jon Krohn about what he would add to his viral article “Ten Ways Your Data Project is Going to Fail”, why practitioners always need to be present at AI policy discussions, and Evolution AI’s breakthroughs in computer vision and NLP. This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:25) What Evolution AI does (11:41) How to maintain accuracy in large infrastructures (21:22) How to cultivate innovation and creativity while meeting market demands (24:27) Potential knowledge gaps for machine learning practitioners (30:57) Martin’s viral article, “Ten Ways Your Data Project is Going to Fail” (59:54) Strategies for the UK to become a key player in AI Additional materials: www.superdatascience.com/833…
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דומה לSuper Data Science: ML & AI Podcast with Jon Krohn
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Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
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Show notes are at https://stevelitchfield.com/sshow/chat.html
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