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Playlists · 3
Andrej Karpathy - AI for Full-Self Driving at Tesla
374K viewsAndrej Karpathy explains how Tesla trains self-driving networks: the data engine, multi-task models and labelling.
26:32AI Enabled Robotics - Stuart Bowers - Google Deepmind - Scaled ML 2026
A 27-minute video from Matroid's catalogue; the title names its topic.
29:50Adam D'Angelo - Machine Learning Trends and Quora
A 30-minute video from Matroid's catalogue; the title names its topic.
16:06Adversarial Attacks against Machine Vision Challenge
A 16-minute video from Matroid's catalogue; the title names its topic.
32:34Andrej Karpathy - Scaled Machine Learning for Autonomous Driving at Tesla
A 33-minute video from Matroid's catalogue; the title names its topic.
35:00Anima Anandkumar - Role of Tensors in Large-Scale Machine Learning
A 35-minute video from Matroid's catalogue; the title names its topic.
29:32Ashok Elluswamy: Building Foundational Models for Robotics at Tesla
A 30-minute video from Matroid's catalogue; the title names its topic.
52:19Bill Dally - Accelerating AI
A 52-minute video from Matroid's catalogue; the title names its topic.
1:01:45Bill Dally - Scaling of Machine Learning
A 62-minute video from Matroid's catalogue; the title names its topic.
1:26:01Chris Hadfield interviewed by Reza Zadeh.
A 86-minute video from Matroid's catalogue; the title names its topic.
28:25Clement Farabet – NVIDIA: Scaling ML OPs for AV Development
A 28-minute video from Matroid's catalogue; the title names its topic.
26:15Clément Farabet - Inside Nvidia's AI Infrastructure for Self-Driving Cars
A 26-minute video from Matroid's catalogue; the title names its topic.
30:01David Aronchick - Using MLOps to Bring ML to Production
A 30-minute video from Matroid's catalogue; the title names its topic.
1:00:17David Patterson - Domain-Specific Architectures for Deep Neural Networks
A 60-minute video from Matroid's catalogue; the title names its topic.
36:10Dawn Song - AI and Security: Lessons and Future Directions
A 36-minute video from Matroid's catalogue; the title names its topic.
33:44Dennis Abts - Ditching the 'C' in CPU
A 34-minute video from Matroid's catalogue; the title names its topic.
30:56Dmytro Dzhulgakov - PyTorch at Facebook Scale
A 31-minute video from Matroid's catalogue; the title names its topic.
29:00Even Oldridge – NVIDIA Merlin: Recommender Systems at Scale on the GPU
A 29-minute video from Matroid's catalogue; the title names its topic.
35:33Francois Chollet - Large-scale Deep Learning with Keras
A 36-minute video from Matroid's catalogue; the title names its topic.
34:33François Chollet - Keras: The Next Five Years
A 35-minute video from Matroid's catalogue; the title names its topic.
38:43Ilya Sutskever - GPT-2
A 39-minute video from Matroid's catalogue; the title names its topic.
27:24Ilya Sutskever - Meta Learning & Self Play
A 27-minute video from Matroid's catalogue; the title names its topic.
29:35Ilya Sutskever - The Power of Large Scale Generative Models and RL
A 30-minute video from Matroid's catalogue; the title names its topic.
52:48Ion Stoica - AI and Systems at RISELab
A 53-minute video from Matroid's catalogue; the title names its topic.
34:42Ion Stoica - ML for Systems
A 35-minute video from Matroid's catalogue; the title names its topic.
1:07:06Ion Stoica - RL Systems @ RISELab
A 67-minute video from Matroid's catalogue; the title names its topic.
1:02:34Ion Stoica – Ray: A Universal Framework for Distributed Systems
A 63-minute video from Matroid's catalogue; the title names its topic.
41:59Ion Stoica: AI-Driven Research for Systems
A 42-minute video from Matroid's catalogue; the title names its topic.
57:15Jeff Dean - Systems and Machine Learning
A 57-minute video from Matroid's catalogue; the title names its topic.
36:45Jennifer Chayes - Machine Learning for Biomedicine at Scale
A 37-minute video from Matroid's catalogue; the title names its topic.
31:06Jim Keller - Moore's Law in the age of AI Chips
A 31-minute video from Matroid's catalogue; the title names its topic.
32:27Joe Isaacson - Optimizing the Design of Genetic Programs for Living Cells
A 32-minute video from Matroid's catalogue; the title names its topic.
30:27Josh Romero - Scaling DL on the Summit Supercomputer
A 30-minute video from Matroid's catalogue; the title names its topic.
29:02Joshua Bloom - Towards Physics-Informed ML Inference in Astrophysics
A 29-minute video from Matroid's catalogue; the title names its topic.
29:26Kunle Olukotun - Accelerating Software 2.0
A 29-minute video from Matroid's catalogue; the title names its topic.
44:09Lenore & Manuel Blum – Carnegie Mellon: A Theoretical CS Perspective on Consciousness
A 44-minute video from Matroid's catalogue; the title names its topic.