831: PyTorch Lightning, Lit-Serve And Lightning Studios, With Dr. Luca Antiga Super Data Science: ML & AI Podcast With Jon Krohn podcast

Artwork

Data Science Science Tech Software Development Jon Krohn

Player FM - Internet Radio Done Right

52 subscribers

تمت الإضافة منذ قبل six عام

المحتوى المقدم من Jon Krohn. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Jon Krohn أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.

<

<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/the-vanished">The Vanished</a></span>

<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/the-vanished">The Vanished</a></span> podcast artwork

<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/the-vanished">The Vanished</a></span> podcast artwork

1
The Vanished

إلغاء الاشتراك

منذ 6 weeksمنذ 6w ago

إلغاء الاشتراك

شهريا

Join us on a journey into the perplexing world of disappearances, where individuals vanish without a trace, leaving behind a void filled with questions and speculation.

Super Data Science: ML & AI Podcast with Jon Krohn « »
831: PyTorch Lightning, Lit-Serve and Lightning Studios, with Dr. Luca Antiga

منذ عام واحد 1:23:23

مشاركة

MP3•منزل الحلقة

المحتوى المقدم من Jon Krohn. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Jon Krohn أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.

PyTorch Lightning is revolutionizing the AI landscape, and Dr. Luca Antiga, CTO of Lightning AI, joins host Jon Krohn to explain how. In this episode, they explore the tools pushing AI development forward, from Lightning Studios to Lit-Serve, and discuss the game-changing rise of small language models that challenge industry giants with precision and speed. Luca also shares his vision for developers in an AI-enhanced world, where coding meets creativity and collaboration with intelligent tools.

This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick, 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:

How Lightning AI's open-source tools make AI development faster [11:30]
The rise of small language models and how they'll rival LLMs [37:47]
Luca's journey from biomedical imaging to deep learning pioneer [52:03]
How AI will transform software developer tasks [1:03:05]

Additional materials: www.superdatascience.com/831

… continue reading

946 حلقات

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

Artwork

831: PyTorch Lightning, Lit-Serve and Lightning Studios, with Dr. Luca Antiga

Super Data Science: ML & AI Podcast with Jon Krohn

52 subscribers

published منذ عام واحد

مشاركة

MP3•منزل الحلقة

المحتوى المقدم من Jon Krohn. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Jon Krohn أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.

PyTorch Lightning is revolutionizing the AI landscape, and Dr. Luca Antiga, CTO of Lightning AI, joins host Jon Krohn to explain how. In this episode, they explore the tools pushing AI development forward, from Lightning Studios to Lit-Serve, and discuss the game-changing rise of small language models that challenge industry giants with precision and speed. Luca also shares his vision for developers in an AI-enhanced world, where coding meets creativity and collaboration with intelligent tools.

This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick, 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:

How Lightning AI's open-source tools make AI development faster [11:30]
The rise of small language models and how they'll rival LLMs [37:47]
Luca's journey from biomedical imaging to deep learning pioneer [52:03]
How AI will transform software developer tasks [1:03:05]

Additional materials: www.superdatascience.com/831

… continue reading

946 حلقات

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

كل الحلقات

×

Artwork

1
868: In Case You Missed It in February 2025 26:31

منذ 3 أيام26:31

التشغيل لاحقا

التشغيل لاحقا

26:31

How 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.…

Artwork

1
867: LLMs and Agents Are Overhyped, with Dr. Andriy Burkov 1:33:12

منذ 6 أيام1:33:12

التشغيل لاحقا

التشغيل لاحقا

1:33:12

The 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.…

Artwork

1
866: Bringing Back Extinct Animals like the Woolly Mammoth and Dodo Bird 7:31

منذ 10 أيام7:31

التشغيل لاحقا

التشغيل لاحقا

7:31

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.…

Artwork

1
865: How to Grow (and Sell) a Data Science Consultancy, with Cal Al-Dhubaib 53:50

منذ 13 يومًا53:50

التشغيل لاحقا

التشغيل لاحقا

53:50

Jon 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…

Artwork

1
864: OpenAI’s o3-mini: SOTA reasoning and exponentially cheaper 8:17

منذ 17 يومًا8:17

التشغيل لاحقا

التشغيل لاحقا

8:17

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.…

Artwork

1
863: TabPFN: Deep Learning for Tabular Data (That Actually Works!), with Prof. Frank Hutter 1:06:06

منذ 20 يومًا1:06:06

التشغيل لاحقا

التشغيل لاحقا

1:06:06

Jon 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…

Artwork

1
862: In Case You Missed It in January 2025 31:51

منذ 24 يومًا31:51

التشغيل لاحقا

التشغيل لاحقا

31:51

In this episode of “In Case You Missed It”, Jon Krohn shares his favorite clips from the last four weeks. He talks to Azeem Azhar, Florian Neukart, Kirill Eremenko, Hadelin de Ponteves, and Brooke Hopkins on what’s in store for AI in 2025, from quantum computing and customizable tools to handy checklists and how the mathematics of exponentials can help us keep our heads about the swift advancement of AI. Additional materials: www.superdatascience.com/862 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Artwork

1
861: From Pro Athlete to Data Engineer: Colleen Fotsch’s Inspiring Journey 2:00:42

منذ 27 يومًا2:00:42

التشغيل لاحقا

التشغيل لاحقا

2:00:42

How does a CrossFit winner, bobsledder and swimmer go on to have a glittering career in data analytics and engineering? Colleen Fotsch talks to Jon Krohn about transitioning into very different career paths, how sports gave her the competitive mindset she needed for success in data science, and seeing the niche role of analytics engineering as a bridge between data engineering and analysis. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (05:49) Colleen’s path from athlete to data analyst (1:14:41) About the data build tool (DBT) (1:22:51) Colleen’s work at CHG Healthcare (1:32:45) How Colleen and Tia-Clair got started with PRVN GO Additional materials: www.superdatascience.com/861…

Artwork

1
860: DeepSeek R1: SOTA Reasoning at 1% of the Cost 13:08

منذ 4 weeks13:08

التشغيل لاحقا

التشغيل لاحقا

13:08

DeepSeek-curious? This Five-Minute Friday is for you! Jon Krohn investigates the overwhelming overnight success of this new LLM, the product of a Chinese hedge fund. DeepSeek is a market newcomer, and yet it runs shoulder to shoulder with behemoths from OpenAI, Anthropic and Google like it’s all in a day’s work. Additional materials: www.superdatascience.com/860 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Artwork

1
859: BAML: The Programming Language for AI, with Vaibhav Gupta 59:30

منذ 5 weeks59:30

التشغيل لاحقا

التشغيل لاحقا

59:30

In this week’s guest interview, Vaibhav Gupta talks to Jon Krohn about creating a programming language, BAML, that helps companies save up to 30% on their AI costs. He explains how he started tailoring BAML to facilitate natural language generation interactions with AI models, how BAML helps companies optimize their outputs, and he also lets listeners into Boundary’s hiring process. 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: (04:53) What BAML stands for (14:33) Making a prompt engineering a serious practice (18:00) How BAML helps companies (23:30) Using retrieval-augmented generation (RAG) (43:09) How to get a job at Boundary Additional materials: www.superdatascience.com/859…

Artwork

1
858: Are You The Account Executive We’re Looking For? 7:13

منذ 5 weeks7:13

التشغيل لاحقا

التشغيل لاحقا

7:13

Are you an Account Executive with experience in the technology sector? In this Five-Minute Friday, Jon Krohn tells listeners about an exciting new role that has opened up at The SuperDataScience Podcast. Additional materials: www.superdatascience.com/858 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Artwork

1
857: How to Ensure AI Agents Are Accurate and Reliable, with Brooke Hopkins 1:22:43

منذ 6 weeks1:22:43

التشغيل لاحقا

التشغيل لاحقا

1:22:43

Brooke Hopkins speaks to Jon Krohn about technology’s new frontiers in AI agents, how these agents will impact society, work and our creative enterprises, and what this might mean for our data-driven future. You will learn how Coval, a simulation and evaluation platform for AI voice and chat agents, helps companies balance precision and scalability while making few concessions on the way. 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: (07:49) What Coval does and how the platform works (21:16) Coval’s workflows (37:40) The future of AI agents (46:28) The metrics to evaluate performance (55:08) How close we are to achieving AI agent autonomy Additional materials: www.superdatascience.com/857…

Artwork

1
856: The Fastest-Growing Jobs Are AI Jobs 10:02

منذ 6 weeks10:02

التشغيل لاحقا

التشغيل لاحقا

10:02

Get excited: The fastest-growing jobs in the US are AI Engineer and AI Consultant. In this Five-Minute Friday, Jon Krohn looks into the reports that reveal this job growth, and the trends any data scientist and AI professional will want to watch in 2025. Additional materials: www.superdatascience.com/856 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Artwork

1
855: Exponential Views on AI and Humanity’s Greatest Challenges, with Azeem Azhar 1:28:12

منذ 7 weeks1:28:12

التشغيل لاحقا

التشغيل لاحقا

1:28:12

How can we use AI to solve global problems like the environmental crisis, and how will future AI start to manage increasingly complex workflows? Famed futurist Azeem Azhar talks to Jon Krohn about the future of AI as a force for good, how we can stay mindful of an evolving job market, and Azeem’s favorite tools for automating his workflows. 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: (05:43) Azeem Azhar’s vision for AI’s future (14:16) How to prepare for technological shifts (20:35) How to be more like an AI-first company (38:46) The tools Azeem Azhar uses regularly (50:09) The benefits and risks of transitioning to renewable energy (1:09:28) Opportunities in the future workplace Additional materials: www.superdatascience.com/855…

Artwork

1
854: The Six Epochs of Intelligence Evolution 13:56

منذ 7 weeks13:56

التشغيل لاحقا

التشغيل لاحقا

13:56

Join Jon Krohn as he unpacks Ray Kurzweil’s six epochs of intelligence evolution, a fascinating framework from The Singularity is Nearer. From the origins of atoms and molecules to the transformative future of brain-computer interfaces and cosmic intelligence, Jon explores how each stage builds upon the last. This quick yet profound journey reveals how humanity is shaping the Fifth Epoch—and hints at what’s next for intelligence in our universe. Additional materials: www.superdatascience.com/854 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

مرحبًا بك في مشغل أف ام!

يقوم برنامج مشغل أف أم بمسح الويب للحصول على بودكاست عالية الجودة لتستمتع بها الآن. إنه أفضل تطبيق بودكاست ويعمل على أجهزة اندرويد والأيفون والويب. قم بالتسجيل لمزامنة الاشتراكات عبر الأجهزة.

الاستماع إلى +500 موضوع

دليل مرجعي سريع

أعلى المدونة الصوتية

SciDose بودكاست

Quizeculo كويزيكيلو

Faysalosophy Podcast | فيصلُوسُفِي بودكاست

Alkshkool بودكاست الكشكول

المحور الثاني

بودكاست كلام

Arabic News - NHK WORLD RADIO JAPAN

KBS WORLD Radio نشرة الأخبار

بزنس بالعربي (Business بالعربى )

Science Quickly

بودكاست شرفة

بداية الحكاية

Damiri | داميري

mishbilshibshib | مش بالشبشب

استمع إلى هذا العرض أثناء الاستكشاف