Data Science at Home

Latest Episodes:

Kaggle Kommando’s Data Disco: Laughing our Way Through AI Trends (Ep. 265) [RB] Oct 01, 2024

Show notes

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! 😄)

AI and Video Game Development: Navigating the Future Frontier (Ep. 264) [RB] Sep 30, 2024

Show notes

In this episode we delve into the dynamic realm of game development and the transformative role of artificial intelligence (AI).
Join Frag, Jim and Mike as they explore the current landscape of game development processes, from initial creative ideation to the integration of AI-driven solutions.
With Mike's expertise as a software executive and avid game developer, we uncover the potential of AI to revolutionize game design, streamline development cycles, and enhance player experiences. Discover insights into AI's applications in asset creation, code assistance, and even gameplay itself, as we discuss real-world implementations and cutting-edge research.

From the innovative GameGPT framework to the challenges of balancing automation with human creativity, this episode offers valuable perspectives and practical advice for developers looking to harness the power of AI in their game projects. Don't miss out on this insightful exploration at the intersection of technology and entertainment!

Sponsors

Intrepid AI (https://intrepid.ai) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.

References

https://mikeyoung44.itch.io/spacefreighter - Itch.io link to play the game
https://discord.gg/yaXgYZ5Ymn - Discord server for the game
https://aimodels.substack.com/ - Mike’s newsletter (links to website too)

LLMs: Totally Not Making Stuff Up (they promise) (Ep. 263) Sep 25, 2024

Show notes

In this episode, we dive into the wild world of Large Language Models (LLMs) and their knack for… making things up. Can they really generalize without throwing in some fictional facts? Or is hallucination just part of their charm?
Let’s separate the genius from the guesswork in this insightful breakdown of AI’s creativity problem.

TL;DR;

LLM Generalisation without hallucinations. Is that possible?

References

https://github.com/lamini-ai/Lamini-Memory-Tuning/blob/main/research-paper.pdf

https://www.lamini.ai/blog/lamini-memory-tuning

AI: The Bubble That Might Pop—What’s Next? (Ep. 262) Sep 02, 2024

Show notes

The hype around Generative AI is real, but is the bubble about to burst?
Join me as we dissect the recent downturn in AI investments and what it means for the tech giants like OpenAI and Nvidia.
Could this be the end of the AI gold rush, or just a bump in the road?

References

Data Guardians: How Enterprises Can Master Privacy with MetaRouter (Ep. 261) Aug 08, 2024

Show notes

In this insightful episode, we dive deep into the pressing issue of data privacy, where 86% of U.S. consumers express growing concerns and 40% don't trust companies to handle their data ethically.
Join us as we chat with the Vice President of Engineering at MetaRouter, a cutting-edge platform enabling enterprises to regain control over their customer data. We explore how MetaRouter empowers businesses to manage data in a 1st-party context, ensuring ethical, compliant handling while navigating the complexities of privacy regulations.

Sponsors

Intrepid AI (https://intrepid.ai) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months

References

Low-Code Magic: Can It Transform Analytics? (Ep. 260) Jul 22, 2024

Show notes

Join us as David Marom, Head of Panoply Business, explores the benefits of all-in-one data platforms.
Learn how tech stack consolidation boosts efficiency, improves data accuracy, and cuts costs.
David shares insights on overcoming common challenges, enhancing data governance, and success stories from organizations thriving with Panoply.

Sponsors

Arctic Wolf 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
Intrepid AI (https://intrepid.ai) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months

References

Connect and analyze ALL of your data https://panoply.io/
https://blog.panoply.io/raw-data-to-dashboards-in-just-10-steps
https://blog.panoply.io/understanding-etl-extract-transform-and-load-data-to-boost-your-business-intelligence
Blog: The Transformative Power of an All-in-One Data Platform
Whitepaper: Eradicating Platform Inefficiencies

Do you really know how GPUs work? (Ep. 259) Jun 22, 2024

Show notes

Join us in this exciting episode of the Data Science at Home podcast. It's all about GPUs. We'll take you on a journey through the inner workings of these powerful processors, explaining how they handle complex computations and drive everything from gaming graphics to scientific simulations.
Whether you're a budding programmer or a tech enthusiast, understanding GPUs is key to unlocking new levels of performance and efficiency in your projects. Tune in and get ready to turbocharge your tech knowledge!

Sponsors

Intrepid AI (https://intrepid.ai) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.

Harnessing AI for Cybersecurity: Expert Tips from QFunction (Ep. 258) Jun 11, 2024

Show notes

In this episode, we sit down with Ryan Smith, Founder of QFunction LLC, to explore how AI and machine learning are revolutionizing cybersecurity. With over 8 years of experience, including work at NASA's Jet Propulsion Laboratory, Ryan shares insights on the future of threat detection and prevention, the challenges businesses face in maintaining effective cybersecurity, and the ethical considerations of AI implementation.
Learn about cost-effective strategies for small businesses, the importance of collaboration in combating cyber threats, and how QFunction tailors its AI solutions to meet diverse industry needs.

Sponsors

Arctic Wolf 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
Intrepid AI (https://intrepid.ai) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.
QFunction does cybersecurity differently. By relying on scientific breakthroughs in AI and machine learning, QFunction works within your existing security stack to detect anomalies and threats within your data

References

Rust in the Cosmos Part 4: What happens in space? (Ep. 257) Jun 01, 2024

Show notes

In this last episode of the series "Rust in the Cosmos" we speak about what happens in space, what projects are currently active and what happened in the past that we can learn from?

What about Rust and space applications? As always, let's find out ;)

Sponsors

Arctic Wolf 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
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.

Communities

Intrepid AI, AeroRust, Bytenook

Intrepid AI Discord https://discord.gg/cSSzche6Ct
Intrepid AI website: https://intrepid.ai
AeroRust Discord invite: https://discord.com/invite/6jJyx5nEUq
AeroRust website: AeroRust.org

References

Workshop https://github.com/AeroRust/nanosat-workshop
Embassy - https://github.com/embassy-rs/embassy
Software based fault redundancy, (Errata: it's not from NASA) : https://ieeexplore.ieee.org/document/1402092
Whitehouse paper for memory safe languages https://www.whitehouse.gov/wp-content/uploads/2024/02/Final-ONCD-Technical-Report.pdf

Rust in the Cosmos Part 3: Embedded programming for space (Ep. 256) May 10, 2024

Show notes

In this episode of "Rust in the Cosmos" we delve into the challenges of building embedded applications for space.
Did you know that once you ship your app to space... you can't get it back? :P

What role is Rust playing here? Let's find out ;)

Sponsors

Arctic Wolf 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
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.

Communities

AeroRust, Intrepid, Bytenook