

Data Science at Home
Francesco Gadaleta
Cutting through AI bullsh*t.Come join the discussion on Discord! https://discord.gg/4UNKGf3
Episodes
Mentioned books

Apr 11, 2024 • 26min
Rust in the Cosmos Part 1: Decoding Communication (Ep. 254)
In this inaugural episode of "Rust in the Cosmos," we delve into the intricacies of communication in space and some of the challenges in space application development.
Sponsors
Intrepid AI (https://intrepid.ai) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.
Amethix works to create and maximize the impact of the world’s leading corporations and startups, so they can create a better future for everyone they serve. We provide solutions in AI/ML, Fintech, Defense, Robotics and Predictive maintenance.

Mar 31, 2024 • 48min
AI and Video Game Development: Navigating the Future Frontier (Ep. 253)
Join Frag, Jim, and guest Mike, a software executive and avid game developer, as they explore the transformative role of AI in game development. They discuss the potential of AI in revolutionizing game design, streamlining development cycles, and enhancing player experiences. Topics include AI applications in asset creation, code assistance, gameplay, GameGPT framework, balancing automation with creativity, and valuable insights for developers.

Mar 7, 2024 • 43min
Kaggle Kommando's Data Disco: Laughing our Way Through AI Trends (Ep. 252)
In this episode, join me and the Kaggle Grand Master, Konrad Banachewicz, for a hilarious journey into the zany world of data science trends. From algorithm acrobatics to AI, creativity, Hollywood movies, and music, we just can't get enough. It's the typical episode with a dose of nerdy comedy you didn't know you needed. Buckle up, it's a data disco, and we're breaking down the binary!
Sponsors
Intrepid AI is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.
Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience
🔗 Links Mentioned in the Episode:
Generative AI for time series: TimeGPT Documentation
Lag-llama: GitHub (Note: The benchmark results on this one are pretty horrible)
Open source LLM: Olmo Blog Post
Quantization for LLM: Hugging Face Guide
And finally, don't miss Konrad's Substack for more nerdy goodness! (If you're there already, be there again! 😄)

Feb 16, 2024 • 19min
Revolutionizing Robotics: Embracing Low-Code Solutions (Ep. 251)
In this episode of Data Science at Home, we explore the game-changing impact of low-code solutions in robotics development. Discover how these tools bridge the coding gap, simplify integration, and enable trial-and-error development. We'll also uncover challenges with traditional coding methods using ROS. Join us for a concise yet insightful discussion on the future of robotics!
Sponsors
Intrepid AI is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.
Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience

Jan 30, 2024 • 57min
Is SQream the fastest big data platform? (Ep. 250)
Join us in a dynamic conversation with Yori Lavi, Field CTO at SQream, as we unravel the data analytics landscape. From debunking the data lakehouse hype to SQream's GPU-based magic, discover how extreme data challenges are met with agility.
Yori shares success stories, insights into SQream's petabyte-scale capabilities, and a roadmap to breaking down organizational bottlenecks in data science.
Dive into the future of data analytics with SQream's commitment to innovation, leaving legacy formats behind and leading the charge in large-scale, cost-effective data projects.
Tune in for a dose of GPU-powered revolution!
References
SQream - GPU-based Big Data Platform
Patents Assigned to SQREAM TECHNOLOGIES LTD

Jan 21, 2024 • 28min
OpenAI CEO Shake-up: Decoding December 2023 (Ep. 249)
OpenAI CEO firing in December 2023 and the subsequent reinstatement of Sam Altman. Discussion on OpenAI's ownership structure, Microsoft's influence, and the winners and losers in the situation. The podcast also explores predictions for 2024 and the importance of AI safety and the impact of AGI.

Jan 8, 2024 • 32min
Careers, Skills, and the Evolution of AI (Ep. 248)
Richie Cotton from DataCamp discusses the evolving landscape of AI careers and the skills required for generative AI technologies. They emphasize the importance of communication skills and the potential rise of Rust in back-end libraries. The podcast explores the commoditization of technologies and important applications of generative AI. The speakers also discuss AI education, generative AI development, and the future of multimodal AI.

5 snips
Dec 19, 2023 • 37min
Open Source Revolution: AI’s Redemption in Data Science (Ep. 247)
Dive into the world of Data Science at Home with our latest episode, where we explore the dynamic relationship between Artificial Intelligence and the redemption of open source software. In this thought-provoking discussion, I share my insights on why now, more than ever, is the opportune moment for open source to leave an indelible mark on the field of AI. Join me as I unpack my opinions and set expectations for the near future, discussing the pivotal role open source is set to play in shaping the landscape of data science and artificial intelligence. Don't miss out—tune in to gain a deeper understanding of this revolutionary intersection!
This episode is available as YouTube stream at https://www.youtube.com/live/0Enenz1HqIs?si=woyYdjJVz656BneH&t=915

Dec 11, 2023 • 41min
Money, Cryptocurrencies, and AI: Exploring the Future of Finance with Chris Skinner [RB] (Ep. 246)
In this captivating podcast episode, join renowned financial expert Chris Skinner as he delves into the fascinating realm of the future of money.
From cryptocurrencies to government currencies, the metaverse to artificial intelligence (AI), Skinner explores the intricate interplay between technology and humanity. Gain valuable insights as he defines the future of money, examines the potential impact of cryptocurrencies on traditional government currencies, and addresses the advantages and disadvantages of digital currencies.
Delve into the complex issues of regulation and governance in the context of emerging financial technologies, and discover Skinner's unique perspective on the metaverse and its implications for the future of money and technology.
Brace yourself for an enlightening discussion on the integration of AI in the financial sector and its potential impact on humanity. Tune in to explore the cutting-edge concepts that shape our financial landscape and get a glimpse of what lies ahead.
You can read about Chris at https://thefinanser.com/
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Dec 4, 2023 • 59min
Debunking AGI Hype and Embracing Reality [RB] (Ep. 245)
Renowned AI expert Filip Piekniewski, PhD, challenges AI hype and exposes misconceptions about AGI. They discuss the real-world implications of AI advancement, emphasizing fact over fiction. Topics include dangers of models generating their own data, role of human feedback in reinforcement learning, and limitations of AI language models in software engineering. They also explore the changing tactics of cyber criminals and express skepticism towards the current wave of AI. The podcast concludes with discussions on the challenges of building control systems for AI and potential dangers of large language models.


