PickVidsBest Machine learning & deep learning Videos
The 131 Machine learning & deep learning videos here were recommended by different people across different months. Choose by who it is for: 25 introductory, 51 intermediate, 38 for a general viewer, and 17 for someone who wants the harder derivation. Most of them are a talk. What they share is that one speaker finishes a claim, and the examples exist to hold that claim up. Channels you will keep seeing include Andrej Karpathy, 3Blue1Brown, Google TechTalks.
GPT3: An Even Bigger Language Model - Computerphile
Rob Miles discusses GPT-3 on Computerphile, covering how scaling parameters kept improving results over GPT-2 and how the model nearly learned arithmetic without anyone knowing exactly how.
Polyworld: Using Evolution to Design Artificial Intelligence
A 2007 Google Tech Talk introducing Polyworld, an artificial life simulator used to evolve artificial intelligence by designing worlds rather than minds.
Google's DeepMind AI Just Taught Itself To Walk
A two-minute Insider Tech clip on DeepMind's simulated agents that learned to walk, run, jump and climb without guidance, with the goofy resulting gaits.
Tesla AI Day 2021
Tesla's 2021 AI Day presentation covering vision, planning and control, auto-labeling, simulation, the Dojo training hardware and the Tesla Bot announcement, followed by a Q&A.
A Style-Based Generator Architecture for Generative Adversarial Networks
A short demo video for NVIDIA's StyleGAN paper, which proposes a style-based generator for GANs.
Andrej Karpathy — “We’re summoning ghosts, not building animals”
Dwarkesh Patel interviews Andrej Karpathy on why reinforcement learning is flawed, why AGI may blend into steady GDP growth, why self-driving took so long, and the future of education.
The Day FPS Games Died
The video argues that machine-learning-based aimbots, which read the screen and drive the controls externally, could make cheating in FPS games undetectable.
WE MUST ADD STRUCTURE TO DEEP LEARNING BECAUSE...
Machine Learning Street Talk interviews Paul Lessard about Categorical Deep Learning, which uses category theory and monads to make neural network architectures more interpretable and composable.
world's best ai vs geoguessr pro
GeoGuessr pro Rainbolt plays head-to-head against an AI built by Stanford students that guesses locations from street-view images.
Teaching Robots New Behaviors
Toyota Research Institute presents an approach for teaching robots new dexterous behaviors from human demonstration.
NIPS 2017 Test of Time Award "Machine learning has become alchemy.” | Ali Rahimi, Google
Ali Rahimi accepts the NIPS 2017 Test of Time Award and argues that machine learning has become alchemy, with practice running ahead of understanding.