How do matmuls even work
Mark Saroufim
How do matmuls even work
1:58:03
Learning DTensor
Mark Saroufim
Learning DTensor
2:52:43
PyTorch live programming fast CUDA compilation
Mark Saroufim
PyTorch live programming fast CUDA compilation
1:19:41
minGPT code walkthrough
Mark Saroufim
minGPT code walkthrough
59:22
ML Design Patterns
Mark Saroufim
ML Design Patterns
1:11:19
cpython internals
Mark Saroufim
cpython internals
1:11:35
Generalization in Reinforcement Learning
Mark Saroufim
Generalization in Reinforcement Learning
50:06
Python Without the GIL
Mark Saroufim
Python Without the GIL
59:50
Kubernetes by Example
Mark Saroufim
Kubernetes by Example
1:27:37
Dev Log #1 Automatic Distillation
Mark Saroufim
Dev Log #1 Automatic Distillation
2:09:52
Elon Trim
Mark Saroufim
Elon Trim
0:22
Semiconductor Wars
Mark Saroufim
Semiconductor Wars
59:09
numpy internals
Mark Saroufim
numpy internals
59:12
Github Copilot Live
Mark Saroufim
Github Copilot Live
1:24:52
Tesla Self Driving Car Strategy Analysis
Mark Saroufim
Tesla Self Driving Car Strategy Analysis
1:02:35
My favorite ML Ops tools
Mark Saroufim
My favorite ML Ops tools
1:20:19
Generative AI Book Review
Mark Saroufim
Generative AI Book Review
1:37:33
If Correlation Doesn't mean Causation then what does
Mark Saroufim
If Correlation Doesn't mean Causation then what does
1:27:25
Dex: functional array based Machine Learning
Mark Saroufim
Dex: functional array based Machine Learning
1:00:59
DeepSpeed: All the tricks to scale to gigantic models
Mark Saroufim
DeepSpeed: All the tricks to scale to gigantic models
39:42
Alphafold2 for biology n00bs
Mark Saroufim
Alphafold2 for biology n00bs
42:03
Distributed Pytorch
Mark Saroufim
Distributed Pytorch
41:10
Transformers are Universal Computers
Mark Saroufim
Transformers are Universal Computers
35:32
CLIP, DALL E, Multimodal Neurons
Mark Saroufim
CLIP, DALL E, Multimodal Neurons
53:09
Learning to Learn
Mark Saroufim
Learning to Learn
1:00:07
SimCLR Contrastive Image Learning
Mark Saroufim
SimCLR Contrastive Image Learning
46:53
JAX numpy killer
Mark Saroufim
JAX numpy killer
55:57
All Data Structures are Lists and Dictionaries
Mark Saroufim
All Data Structures are Lists and Dictionaries
55:24
Approaching any ML problem Speedrun
Mark Saroufim
Approaching any ML problem Speedrun
1:07:41
Data Science from Scratch Speedrun
Mark Saroufim
Data Science from Scratch Speedrun
1:13:17
100 page ML book speedrun
Mark Saroufim
100 page ML book speedrun
1:35:44
Online Real Time Machine Learning
Mark Saroufim
Online Real Time Machine Learning
59:22
System Design Primer
Mark Saroufim
System Design Primer
34:32
Graph Neural Networks on Point Clouds
Mark Saroufim
Graph Neural Networks on Point Clouds
41:18
Bitcoin White Paper Explained
Mark Saroufim
Bitcoin White Paper Explained
17:10
What is Money
Mark Saroufim
What is Money
39:14
Mixed Precision: Faster Machine Learning with 3 lines of code
Mark Saroufim
Mixed Precision: Faster Machine Learning with 3 lines of code
10:19
Machine Learning Compilers
Mark Saroufim
Machine Learning Compilers
1:28:22
Geometric Deep Learning and Temporal Graph Networks
Mark Saroufim
Geometric Deep Learning and Temporal Graph Networks
1:23:00
Computer Vision Models from Scratch with Pytorch
Mark Saroufim
Computer Vision Models from Scratch with Pytorch
10:39
Do we need GNNs? What can they do?
Mark Saroufim
Do we need GNNs? What can they do?
1:07:22
Graph Convolutional and Isomorphism Networks
Mark Saroufim
Graph Convolutional and Isomorphism Networks
59:38
Grammar of Graphics
Mark Saroufim
Grammar of Graphics
31:17
Fast.ai walkthrough
Mark Saroufim
Fast.ai walkthrough
3:00:29
An Empirical Model of Large-Batch Training
Mark Saroufim
An Empirical Model of Large-Batch Training
1:08:08
Can I use Deep Learning for that?
Mark Saroufim
Can I use Deep Learning for that?
3:33
Applied Causality
Mark Saroufim
Applied Causality
1:56:39
Scaling Graph Neural Networks
Mark Saroufim
Scaling Graph Neural Networks
1:41:16
PipeDream: Model, Data & Pipeline Parallelism
Mark Saroufim
PipeDream: Model, Data & Pipeline Parallelism
1:16:01
Hardware Lottery
Mark Saroufim
Hardware Lottery
1:07:10
Model vs Data Parallelism in Machine Learning
Mark Saroufim
Model vs Data Parallelism in Machine Learning
9:32
Machine Learning and High Energy Physics
Mark Saroufim
Machine Learning and High Energy Physics
58:44
How To Visualize Attention Heads
Mark Saroufim
How To Visualize Attention Heads
1:24:08
How to Make a Photorealistic Donut in Blender
Mark Saroufim
How to Make a Photorealistic Donut in Blender
2:42:15
Category Theory and Robotics - Paul Gustafson
Mark Saroufim
Category Theory and Robotics - Paul Gustafson
1:15:05
Bias in Machine Learning Literature Review
Mark Saroufim
Bias in Machine Learning Literature Review
2:22:00
Hacking Games with CheatEngine
Mark Saroufim
Hacking Games with CheatEngine
0:44
Is it too late to get into Machine Learning
Mark Saroufim
Is it too late to get into Machine Learning
3:45
How to study Unity Games on Steam with ILSpy and AssetStudio
Mark Saroufim
How to study Unity Games on Steam with ILSpy and AssetStudio
6:22
How to make a UI in Unity
Mark Saroufim
How to make a UI in Unity
5:07
How to make a Unity Game from Scratch (Art, Music, Animation and Gameplay)
Mark Saroufim
How to make a Unity Game from Scratch (Art, Music, Animation and Gameplay)
1:30:05
Unity ML Agents for n00bs
Mark Saroufim
Unity ML Agents for n00bs
1:40:26
Unity Shader Graph Sample
Mark Saroufim
Unity Shader Graph Sample
0:09
GPT-3 walkthrough
Mark Saroufim
GPT-3 walkthrough
47:45
Graph Neural Networks on Molecules with Spektral and Keras
Mark Saroufim
Graph Neural Networks on Molecules with Spektral and Keras
48:11
How Games Teach
Mark Saroufim
How Games Teach
1:22:17
Ep 1: Stanford PhD student Joseph Bakarji on Machine Learning and the Hard Sciences
Mark Saroufim
Ep 1: Stanford PhD student Joseph Bakarji on Machine Learning and the Hard Sciences
1:00:06
Ep 2: Risk Analyst at State Street Stephane on ML and Finance
Mark Saroufim
Ep 2: Risk Analyst at State Street Stephane on ML and Finance
1:32:38
Ep 4: X Marketing & Sales at Microsoft Hadi Inja
Mark Saroufim
Ep 4: X Marketing & Sales at Microsoft Hadi Inja
1:14:40
Ep 3: Microsoft NLP Scientist Rev
Mark Saroufim
Ep 3: Microsoft NLP Scientist Rev
1:16:17
NLP: Implementing BERT and Transformers from Scratch
Mark Saroufim
NLP: Implementing BERT and Transformers from Scratch
2:40:52
A Brief Visual History of the Lebanese Civil War
Mark Saroufim
A Brief Visual History of the Lebanese Civil War
8:56
The Level Design of Sayonara Wild Hearts
Mark Saroufim
The Level Design of Sayonara Wild Hearts
1:05
Training a robot arm to move using deep reinforcement learning
Mark Saroufim
Training a robot arm to move using deep reinforcement learning
2:54