Why Do Tree Based-Models Outperform Neural Nets on Tabular Data? Published 2023-01-21 Download video MP4 360p Recommendations 09:10 The Most Important (and Surprising) Result from Information Theory 35:11 Is the Future of Linear Algebra.. Random? 09:09 Neural Network Architectures & Deep Learning 19:22 The hidden beauty of the A* algorithm 12:59 The Boundary of Computation 12:46 Importance Sampling 15:05 Variational Autoencoders 18:56 The Art of Linear Programming 18:40 But what is a neural network? | Chapter 1, Deep learning 14:59 What happens at the Boundary of Computation? 11:40 Regularization in a Neural Network | Dealing with overfitting 20:18 Why Does Diffusion Work Better than Auto-Regression? 26:54 How Your Brain Organizes Information 08:25 Reinforcement Learning from scratch 17:05 Kolmogorov Arnold Networks (KAN) Paper Explained - An exciting new paradigm for Deep Learning? 16:37 Recurrent Neural Networks (RNNs), Clearly Explained!!! 10:30 Why Neural Networks can learn (almost) anything 18:19 Reinforcement Learning, by the Book 10:06 Monte Carlo Simulation 23:47 Gaussian Processes Similar videos 04:08 Machine Learning on Tabular Data - First Chapter Summary 11:14 Tabular Data: Deep Learning is Not All You Need, Dr. Ravid Shwartz-Ziv 10:51 LLM XGBoost - Can a Fine-Tuned LLM Beat XGBoost on Tabular Data? // Sebastian Cattes // LLMs Part 2 22:01 10 minutes paper (episode 9); Tabular data processing More results