Machine learning

18 min Building the Software 2 0 Stack (Andrej Karpathy)Andrej Karpathy

This 2018 talk by Andrej Karpathy (head of AI at Tesla) is my favorite:

Recommended in r/ExperiencedDevs

50 min How Data Science WorksBrandon Rohrer

How Data Science Works: Data Science for Absolutely Everyone. A walk through the practice of data science for all audiences. No math, no

Mentioned in r/MachineLearning

26 min Militarizing Your Backyard with Python: Computer Vision and the Squirrel HordesNext Day Video

Interesting technically and hilarious. I still think about it 8 years later

Mentioned in r/ExperiencedDevs

4 h 1 min Let's reproduce GPT-2 (124M)Andrej Karpathy

His videos are seriously amazing, and I’ve learned so much from them - including how to build a language model from scratch.

Recommended in r/learnmachinelearning

3 h 31 min Deep Dive into LLMs like ChatGPTAndrej Karpathy

That said, if you can, watch the entire thing—it’s absolutely worth it.

Recommended in r/LocalLLaMA

27 min Transformers, the tech behind LLMs | Deep Learning Chapter 53Blue1Brown

But what is a GPT? Visual intro to transformers | Chapter 5, Deep Learning

Recommended in r/agi

2 h 36 min Tensorflow and deep learning - without a PhD by Martin GörnerDevoxx

Not really introductory, but you might wanna follow up with this:

Mentioned in r/MachineLearning

1 h 30 min AlphaGo - The Movie | Full award-winning documentaryGoogle DeepMind

…entertaining to watch and understand how much work has been done behind

Recommended in r/reinforcementlearning

16 min A DARPA Perspective on Artificial IntelligenceDARPAtv

Mentioned in r/MachineLearning: [D] Best introductory video on machine learning for a complete beginner ?

1 h 24 min The Thinking Game | Full documentary | Tribeca Film Festival official selectionGoogle DeepMind

Mentioned in r/singularity: The Thinking Game documentary is sitting at 305M views on Youtube in less than 2 months. Ridiculous numbers.

51 min USENIX Security '18: Why Do Keynote Speakers Keep Suggesting That Improving Security Is Possible?James Mickens

Posted to r/programming: James Mickens USENIX Security 2018 Keynote

Mentioned in r/learnprogramming: Best YouTube Playlist to Learn Data Structures and Algorithms?