761: Gemini Ultra: How to Release an A.I. Product for Billions of Users, with Google's Lisa Cohen

Super Data Science: ML & AI Podcast with Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

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محتوای ارائه شده توسط Jon Krohn. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Jon Krohn یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

This Is Woman's Work with Nicole Kalil

1
Confidence Isn’t Born, It’s Built — Lessons from the Cockpit to Real Life with Michelle “MACE” Curran | 343 39:28

۸ weeks پیش39:28

پخش در آینده

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39:28

Confidence. Courage. Boldness. We love to talk about them, post about them, hashtag them, and slap them on coffee mugs. But let’s be real—most of us aren’t sure how to actually build them in our own lives. Which is why we brought in Michelle “MACE” Curran , former fighter pilot and only the second woman in history to fly lead solo for the U.S. Air Force Thunderbirds, to the show. Yep, she’s the real deal—flying combat missions, performing death-defying maneuvers in front of millions, and now, author of The Flip Side: How to Invert Your Perspective and Turn Fear into Your Superpower. Mace knows better than anyone that courage and confidence don’t just magically appear. They’re built, brick by brick, in moments that test your nerve—whether that’s hitting nine G’s at supersonic speed or simply raising your hand in a room full of skeptics. In this episode, she drops a masterclass on how to flip fear on its head, use it as fuel, and create unshakable boldness in your everyday life. Connect with Michelle: Website: www.macecurran.com Book: www.macecurran.com/flipside IG : https://www.instagram.com/mace_curran/?hl=en LI: https://www.linkedin.com/in/macecurran Related Podcast Episodes Chasing Rejection: The Wild Strategy That Works with Alice Draper | 316 Unlocking Your Hidden Genius: How to Harness Your Innate Talents with Betsy Wills & Alex Ellison | Ep. 289 How To Build Courage with Dr. Margie Warrell | 273 Share the Love: If you found this episode insightful, please share it with a friend, tag us on social media, and leave a review on your favorite podcast platform! 🔗 Subscribe & Review: Apple Podcasts | Spotify | Amazon Music Learn more about your ad choices. Visit megaphone.fm/adchoices…

۲ سال پیش 1:10:15

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Google's Gemini Ultra takes the spotlight this week, as host Jon Krohn welcomes Lisa Cohen, Google's Director of Data Science and Engineering, for a conversation about the launch of Gemini Ultra. Discover the capabilities of this cutting-edge large language model and how it stands toe-to-toe with GPT-4. Lisa shares her insights on the development, rollout, and potential of Gemini Ultra in reshaping various sectors. Whether you're a data science professional, tech enthusiast, or curious about the future of AI, this episode offers a deep dive into one of the most significant advancements in artificial intelligence.
This episode is brought to you by Ready Tensor, where innovation meets reproducibility, and by Intel and HPE Ezmeral Software Solutions. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.
In this episode you will learn:
• Google’s Gemini model family and Lisa's key responsibilities [04:55]
• How LLMs will transform the practice of Data Science [19:47]
• Lisa on prompt engineering and reinforcement learning from human feedback [24:38]
• How to fine-tune Gemini models with Google's Vertex AI [30:52]
• How AI-assistants will transform life and work for everyone from data scientists to educators to children [47:14]
• The challenges of developing a data-centric culture [57:31]
• Centralized vs decentralized data science teams [1:03:50]
Additional materials: www.superdatascience.com/761

1016 قسمت

#Data Science #Science #Tech #Software Development #Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

761: Gemini Ultra: How to Release an A.I. Product for Billions of Users, with Google's Lisa Cohen

Super Data Science: ML & AI Podcast with Jon Krohn

49 subscribers

published ۲ سال پیش

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MP3•خانه قسمت

1016 قسمت

#Data Science #Science #Tech #Software Development #Jon Krohn

همه قسمت ها

Super Data Science: ML & AI Podcast with Jon Krohn

1
938: Frontier AI Agents for Data Science, with Sphinx’s Rohan Kodialam 19:14

10 hours پیش19:14

19:14

Jon Krohn speaks to Rohan Kodialam, Cofounder and CEO of Sphinx, the company that redefines how machine intelligence reasons data with frontier AI. In this Feature Friday, Jon and Rohan discuss the benefits of using Sphinx to assist with data analysis. Get under the hood to learn how Sphinx operates, from running commands to ensuring your data stays secure, and find out how you can get your hands on this great tool for free. Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ www.superdatascience.com/938 ⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
937: How to Design AI-First Products, with Marc Dupuis 59:32

۳ روز پیش59:32

59:32

AI tools won’t eliminate but elevate data scientists, says Marc Dupuis. The CEO of fabi.ai talks to Jon Krohn about the new wave of AI-driven platforms that integrate workflows within popular work tools like Slack and email, and how building AI-first products means widening access to all ability levels. This episode is brought to you by the Gurobi⁠⁠⁠ ⁠ , by ⁠⁠Dell⁠⁠ and by ⁠⁠Intel. Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ www.superdatascience.com/937 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (09:31) Will fabi.ai outshine data science practitioners (20:40) Resolving workflows with fabi.ai (24:08) Creating AI agents with fabi.ai (45:23) How to avoid ‘gaming’ targets…

Super Data Science: ML & AI Podcast with Jon Krohn

1
936: LLMs Are Delighted to Help Phishing Scams 5:07

۷ روز پیش5:07

5:07

How much power – and risk – do we carry around with us in our pockets? A Reuters investigation about how easily LLMs can be utilized for online phishing scams is the subject of this week’s Five-Minute Friday with Jon Krohn. By asking six of the most popular LLMs (Grok, ChatGPT, Meta AI, Claude, DeepSeek and Gemini) to generate phishing emails specifically targeting elderly people, Reuters found the safety sometimes severely lacking in the models. Listen to the episode to hear Jon quantify this problem with real-world examples, why mere content warnings in LLM models don’t work, and the troubling results of the phishing requests. Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ www.superdatascience.com/936 ⁠⁠⁠⁠⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
935: Global Issues Accelerated by AI (with Solutions), feat. Stephanie Hare 1:17:27

11 روز پیش1:17:27

1:17:27

Jon Krohn speaks to researcher, broadcaster and author Stephanie Hare about how the Hippocratic Oath might apply to artificial intelligence, and a guiding ethos for pushing innovation while protecting users from harm. A code of conduct, she says, could be one approach to ensuring that people are using technology more mindfully and ethically, as well as an opportunity for users to feel that they belong to a wider, global community. Although she sympathizes with people concerned by overregulation undermining innovation, Stephanie also notes that we expect certain standards to be met elsewhere, such as vehicle and drug safety, as well as fair journalistic practices. As Stephanie explains, we need to find a realistic middle ground between innovation and regulation. This episode is brought to you by the ⁠⁠Dell⁠⁠ , by ⁠⁠Intel⁠⁠ , by Fabi and by Gurobi⁠⁠⁠ . Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠www.superdatascience.com/935⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (01:23) What ‘technology ethics’ is (14:46) Developing a Hippocratic Oath for tech (42:32) How to protect against sensationalism (53:38) How to maintain a balance of growth and infrastructure…

Super Data Science: ML & AI Podcast with Jon Krohn

1
934: Is AI Replacing Junior Workers? 6:55

14 روز پیش6:55

6:55

With the number of jobs dramatically slowing in the last year, many question if this decline is down to companies turning to AI for completing entry-level tasks in particular. Research published earlier this month by Yale University shows no major difference in the types of roles and tasks in so-called `white-collar jobs` since late 2022, an auspicious date that coincides with the launch of ChatGPT. In this week‘s Five-Minute Friday, host Jon Krohn discusses if and when AI will undercut junior-level jobs, particularly in the US. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠www.superdatascience.com/934⁠⁠⁠⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
933: Future-Proofing Your Career in the AI Era, feat. Sheamus McGovern 1:15:10

17 روز پیش1:15:10

1:15:10

Sheamus McGovern, CEO of Open Data Science, takes Jon Krohn and his listeners on a journey to launching his popular data science and AI conference, now in its tenth year, as well as the great shifts to the fields that he has seen on the way. For Seamus, the growth of his Open Data Science Conference has shown him that an AI engineer is just the beginning of several roles that will emerge from the industry. He asks Jon to consider the breadth of tasks demanded of today’s engineers, from data profiling and transformation to feature engineering, hyper-parameter tuning, and model deployments. Just as the AI engineer emerged from the data scientist role, Seamus expects the industry to respond to the broadening range of projects and tools with new, niche, and dynamic job roles. This episode is brought to you by the Trainium2, the latest AI chip from AWS , by Gurobi⁠ ⁠ , by ⁠Dell⁠ and by ⁠Intel⁠ . Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ www.superdatascience.com/933⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (02:50) Why Seamus started ODSC (18:27) The differences in AI engineers and data scientists (24:20) How to keep up with AI’s rapid pace (33:51) How people hire for AI orchestration (46:26) How companies can get team skillsets right…

Super Data Science: ML & AI Podcast with Jon Krohn

1
932: Should You Build or Buy Your AI Solution? With Larissa Schneider 29:10

21 روز پیش29:10

29:10

Larissa Schneider speaks to Jon Krohn in this Feature Friday about finding the right time to invest in AI solutions, and when it’s better to build them yourself. She discusses her work leading global strategy and operations at Unframe, and how they raised $50 million in venture capital since the company’s launch in March 2025. Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠www.superdatascience.com/932⁠⁠⁠ ⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
931: Boost Your Profits with Mathematical Optimization, feat. Jerry Yurchisin 1:13:12

24 روز پیش1:13:12

1:13:12

AI predictions, and how to act on them: Data Science Strategist at Gurobi, Jerry Yurchisin, speaks to Jon Krohn about how mathematical optimization helps enterprises automate decisions for business success and where to find the resources to make it happen. This episode is brought to you by the ⁠ODSC, the Open Data Science Conference , by Fabi , by ⁠Dell⁠ , and by ⁠Intel⁠ . Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠www.superdatascience.com/931⁠⁠⁠ ⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (02:34) What mathematical optimization is (13:58) How to get started with mathematical optimization (45:56) Gurobi’s use cases (56:29) Quantum computing and mathematical optimization…

Super Data Science: ML & AI Podcast with Jon Krohn

1
930: In Case You Missed It in September 2025 37:25

28 روز پیش37:25

37:25

Jon Krohn’s highlights from this month of interviews focus on ways to future-proof your career, looking at the hardware that will get you the most mileage, the emerging roles that are well worth a look, and the developments in AI that will endure in a field constantly testing the durability of its own breakthroughs. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠www.superdatascience.com/930⁠⁠⁠⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
929: Dragon Hatchling: The Missing Link Between Transformers and the Brain, with Adrian Kosowski 1:14:28

۴ weeks پیش1:14:28

1:14:28

Super Data Science: ML & AI Podcast with Jon Krohn

1
928: The “Lethal Trifecta”: Can AI Agents Ever Be Safe? 5:55

۵ weeks پیش5:55

5:55

Prompt injections, malicious code, and AI agents: In this week’s Five-Minute Friday, Jon Krohn looks into the current security weaknesses found in AI systems. A structural vulnerability that The Economist dubs a “lethal trifecta” could cause havoc for AI users, unless we take the necessary steps to contain our systems. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠www.superdatascience.com/928⁠⁠⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

52 weeks پیش44:59

44:59

Jon 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 « » 761: Gemini Ultra: How to Release an A.I. Product for Billions of Users, with Google's Lisa Cohen

761: Gemini Ultra: How to Release an A.I. Product for Billions of Users, with Google's Lisa Cohen

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761: Gemini Ultra: How to Release an A.I. Product for Billions of Users, with Google's Lisa Cohen