Data Science at Home

Data Science at Home Data science at home is the podcast about machine learning, artificial intelligence and algorithms

11/04/2025

🎙️ In this episode of Data Science at Home, we sit down with Kenny Vaneetvelde, the mastermind behind Atomic Agents, a groundbreaking framework redefining AI development.

🔍 Discover how atomicity simplifies complex AI systems, why modularity matters more than ever, and how Atomic Agents is eliminating hidden assumptions and redundant complexity in AI workflows.

💡 From real-world applications to the tech stack behind the framework, Kenny takes us on a deep dive into this lightweight, powerful tool for creating consistent and brand-aligned AI.

🔥 Whether you’re a seasoned developer or just AI-curious, this conversation is packed with insights you don’t want to miss.

📌 Timestamps:
0:00 - Intro
2:30 - Kenny’s journey in AI
5:00 - What are Atomic Agents?
10:45 - Why atomicity matters in AI
18:20 - The tech behind Atomic Agents: Instructor, Pydantic & more
25:00 - Real-world use cases and future vision
40:45 - Advice for AI developers and businesses

📲 Check out Atomic Agents on GitHub: https://github.com/BrainBlend-AI/atomic-agents

https://brainblendai.com/

🔗 Follow Kenny on LinkedIn: https://www.linkedin.com/in/kennyvaneetvelde/

💬 Got questions? Drop them in the comments! Don’t forget to like, subscribe, and share this episode with your fellow AI enthusiasts.

04/04/2025

AI shouldn’t be limited to those with access to expensive hardware. This episode explores how to break down barriers by running massive AI models on "crappy machines"—affordable, low-spec devices. Clever techniques like quantization, pruning, model distillation might not be enough.
With edge offloading, we can make state-of-the-art AI accessible to hobbyists, researchers, and innovators everywhere.
By democratizing AI, we can empower individuals and small teams to experiment, create, and solve problems without needing deep pockets or enterprise-grade resources.

AI for everyone, on everything. Let’s make it happen.


✨ Connect with us!
📩 Newsletter: https://datascienceathome.substack.com
🎙 Podcast: Available on Spotify, Apple Podcasts, and more.
🐦 Twitter:
📘 LinkedIn: https://www.linkedin.com/in/fragadaleta/
Instagram: https://www.instagram.com/datascienceathome/
Facebook: https://www.facebook.com/datascienceAH
LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast
Discord Channel: https://discord.gg/4UNKGf3

NEW TO DATA SCIENCE AT HOME?
Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

SEND US MAIL!
We love hearing from you! Send us mail at:
[email protected]
Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

31/03/2025

Is DeepSeek the next big thing in AI? Can OpenAI keep up? And how do we truly understand these massive LLMs?
Enter WeightWatcher—the AI detective tool that peeks inside neural networks without needing their data.

In this episode, we chat with its creator, Dr. Charles Martin, to uncover what makes LLMs tick, the hidden patterns inside models like GPT-4 and DeepSeek, and whether AI is headed for a breakthrough—or a bottleneck.
If you’re into cutting-edge AI, you won’t want to miss this one!


✨ Connect with us!
📩 Newsletter: https://datascienceathome.substack.com
🎙 Podcast: Available on Spotify, Apple Podcasts, and more.
🐦 Twitter:
📘 LinkedIn: https://www.linkedin.com/in/fragadaleta/
Instagram: https://www.instagram.com/datascienceathome/
Facebook: https://www.facebook.com/datascienceAH
LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast
Discord Channel: https://discord.gg/4UNKGf3

NEW TO DATA SCIENCE AT HOME?
Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

SEND US MAIL!
We love hearing from you! Send us mail at:
[email protected]
Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

28/03/2025

From the viral article "Tech's Dumbest Mistake: Why Firing Programmers for AI Will Destroy Everything" on my newsletter at https://defragzone.substack.com/p/techs-dumbest-mistake-why-firing
here are my thoughts about AI replacing programmers...


✨ Connect with us!
📩 Newsletter: https://datascienceathome.substack.com
🎙 Podcast: Available on Spotify, Apple Podcasts, and more.
🐦 Twitter:
📘 LinkedIn: https://www.linkedin.com/in/fragadaleta/
Instagram: https://www.instagram.com/datascienceathome/
Facebook: https://www.facebook.com/datascienceAH
LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast
Discord Channel: https://discord.gg/4UNKGf3

NEW TO DATA SCIENCE AT HOME?
Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

SEND US MAIL!
We love hearing from you! Send us mail at:
[email protected]
Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

23/12/2024

In this episode, we dive into the transformative world of AI, data analytics, and cloud infrastructure with Josh Miramant, CEO of Blue Orange Digital. As a seasoned entrepreneur with over $25 million raised across ventures and two successful exits, Josh shares invaluable insights on scaling data-driven businesses, integrating machine learning frameworks, and navigating the rapidly evolving landscape of cloud data architecture. From generative AI to large language models, Josh explores cutting-edge trends shaping financial services, real estate, and consumer goods.
Tune in for a masterclass in leveraging data for impact and innovation!

Links
https://blueorange.digital/
https://blueorange.digital/blog/a-data-intelligence-platform-what-is-it/
https://blueorange.digital/blog/ai-makes-bi-tools-accessible-to-anyone/

16/12/2024

Here’s the updated text with links to the websites included:

AI is revolutionizing the military with autonomous drones, surveillance tech, and decision-making systems. But could these innovations spark the next global conflict? In this episode of Data Science at Home, we expose the cutting-edge tech reshaping defense—and the chilling ethical questions that follow. Don’t miss this deep dive into the AI arms race!
🎧 LISTEN / SUBSCRIBE TO THE PODCAST

Apple Podcasts
Podbean Podcasts
Player FM

Chapters00:00 - Intro01:54 - Autonomous Vehicles03:11 - Surveillance And Reconnaissance04:15 - Predictive Analysis05:57 - Decision Support System08:24 - Real World Examples10:42 - Ethical And Strategic Considerations12:25 - International Regulation13:21 - Conclusion14:50 - Outro

✨ Connect with us!
🎥Youtube: https://www.youtube.com/📩 Newsletter: https://datascienceathome.substack.com🎙 Podcast: Available on Spotify, Apple Podcasts, and more.🐦 Twitter: 📘 LinkedIn: Francesco Gad📷 Instagram: https://www.instagram.com/datascienceathome/📘 Facebook: https://www.facebook.com/datascienceAH💼 LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast💬 Discord Channel: https://discord.gg/4UNKGf3

NEW TO DATA SCIENCE AT HOME?Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com.

📫 SEND US MAIL!We love hearing from you! Send us mail at:[email protected]
Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

13/12/2024

In this episode of Data Science at Home, we’re diving deep into the powerful strategies that top AI companies, like OpenAI, use to scale their systems to handle millions of requests every minute! From stateless services and caching to the secrets of async processing, discover 8 essential strategies to make your AI and machine learning systems unstoppable. Whether you're working with traditional ML models or large LLMs, these techniques will transform your infrastructure. Hit play to learn how the pros do it and apply it to your own projects!

LISTEN / SUBSCRIBE TO THE PODCAST
YouTube: https://www.youtube.com/
Apple Podcasts: https://podcasts.apple.com/us/podcast/data-science-at-home/id1069871378
Podbean Podcasts: https://datascienceathome.podbean.com/
Player Fm: https://player.fm/series/data-science-at-home-2600992

Chapters
00:00 Intro
00:34 Scalability Strategies
01:08 Stateless Services
02:47 Horizontal Scaling
04:51 Load Balancing
06:14 Auto Scaling
07:41 Caching
09:27 Database Replication
11:07 Database Sharding
12:54 Async Processing
14:50 Infographics

RESOURCES & LINKS
Data Science at home: https://datascienceathome.com
Amethix Technologies: https://amethix.com

CONNECT WITH US!
Instagram: https://www.instagram.com/datascienceathome/
Twitter:
Facebook: https://www.facebook.com/datascienceAH
LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast
Discord Channel: https://discord.gg/4UNKGf3

NEW TO DATA SCIENCE AT HOME?
Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

SEND US MAIL!
We love hearing from you! Send us mail at: [email protected]

12/12/2024

Discover the groundbreaking implications of AI, machine learning, and predictive analytics in military systems like the Iron Dome and DARPA's Alpha Dogfight. We delve into the rise of AI-powered surveillance in China and the pressing ethical concerns it raises globally.
Watch the full video at : https://youtu.be/AKW1siZJT3g

11/12/2024

Join us as we explore the fascinating intersection of AI technology and defense. We discuss key ethical considerations and strategic implications that every government must address to harness AI's potential responsibly and effectively.
Watch the full video at : https://youtu.be/AKW1siZJT3g

10/12/2024

Discover how AI is reshaping the defense landscape, enhancing national security, and improving decision-making in complex scenarios. We also explore the ethical and regulatory challenges that accompany these advancements in military technology.
Watch the full video at : https://youtu.be/AKW1siZJT3g

09/12/2024

Discover how AI-enhanced systems analyze vast satellite imagery and sensor data to identify threats in real time. We delve into tools like Project Maven, showcasing how machine learning transforms drone footage into actionable intelligence.
Watch the full video at : https://youtu.be/AKW1siZJT3g

Adres

Leuven

Website

Meldingen

Wees de eerste die het weet en laat ons u een e-mail sturen wanneer Data Science at Home nieuws en promoties plaatst. Uw e-mailadres wordt niet voor andere doeleinden gebruikt en u kunt zich op elk gewenst moment afmelden.

Contact

Stuur een bericht naar Data Science at Home:

Snelkoppelingen

Delen

Type