ML Fundamentals

Self-Tuning Networks: Amortizing the Hypergradient Computation for Hyperparameter Optimization

Colab Pro Now Available In India, Brazil, France, Thailand,Japan,UK- BOON FOR Data Science Aspirants

Oxford High Performance Leadership Programme | Ethos and Virtual Design

Project InnerEye: Augmenting cancer radiotherapy workflows with deep learning and open source

The Discovery That Transformed Pi

Building World-Class NLP Models with Transformers and Hugging Face | Grandmaster Series E4

YOLOv3 from Scratch

Code With Me : Gibbs Sampling

Advice on Publishing Machine Learning Papers with MLC's founder Rosanne Liu

Build a 1D convolutional neural network, part 4: Training, evaluation, reporting

Implement 1D convolution, part 1: Convolution in Python from scratch

Code With Me : Decision Trees

Call for Reproducing Papers

Neural Networks from Scratch - P.7 Calculating Loss with Categorical Cross-Entropy

How to Predict Which Candidate COVID-19 mRNA Vaccines Are Stable with AI | Grandmaster Series E3

Pixels to Concepts with Backpropagation w/ Roland Memisevic - #427

Predicting Pitch Outcomes in Major League Baseball (Student Presentation, Group 11)

Machine Learning for Characterizing Climate-related Disasters (Student Presentation, Group 20)

Graph Convolutional Operators in the PyTorch JIT | PyTorch Developer Day 2020

DeepSpeed | PyTorch Developer Day 2020

Neural Networks from Scratch (NNFS) in Print!

#TWIMLfest: Live Keynote Interview with Shakir Mohamed - #418

Can social impact survive the crisis?

Understanding Graph Neural Networks | Part 2/3 - GNNs and it's Variants

VGGNET Architecture In-depth Discussion Along With Code -Deep Learning Advanced CNN

Directions in ML: Taking Advantage of Randomness in Expensive Optimization Problems

Build your own neural network, Exercise 9

Build your own neural network, Exercise 8

Build your own neural network, Exercise 7

Build your own neural network, Exercise 6

Build your own neural network, Exercise 5

Build your own neural network, Exercise 4

Build your own neural network, Exercise 3

Build your own neural network, Exercise 2

Build your own neural network, Exercise 1

Greg Yang on Feature Learning in Infinite-Width Networks

Modeling COVID Positivity Rates at U.S. College Campuses (Student Presentation, Group 16)

Geometry-constrained Beamforming Network for end-to-end Farfield Sound Source Separation

Extracting information from political ad disclosures with the DeepForm team

Look ma, no side effects! Collaborative Work on AI Safety with the SafeLife Team

Debug your YOLOv5 experiments with Weights & Biases

How to Perform Large-Scale Image Classification | Grandmaster Series E2

Chirag Agarwal on detecting out-of-distribution data with Variance-of-Gradient

Directions in ML: AutoML & Interpretability: Powering the machine learning revolution in healthcare

Granger Causality in Python : Data Science Code

Alexnet Architecture In-depth-Discussion Along With Code-Deep Learning Advanced CNN

Making cryptography accessible, efficient, and scalable with Dr. Divya Gupta and Dr. Rahul Sharma

What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 1/2)