Machine Learning TV

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141 videos

This channel is all about machine learning (ML). It contains all the useful resources which help ML lovers and computer science students gain a better unders...

Latest Videos

The One Number That Explains Why Deep Learning Works (In 5 Minutes)

Understanding Tiny Hierarchical Reasoning Models

Instruction-Tuning with Hugging Face

Leetcode - 53. Maximum Subarray

Limitations of the ChatGPT and LLMs - Part 3

Understanding ChatGPT and LLMs from Scratch - Part 2

Understanding ChatGPT and LLMs from Scratch - Part 1

Understanding BERT Embeddings and How to Generate them in SageMaker

Understanding Coordinate Descent

Bootstrap and Monte Carlo Methods

Maximum Likelihood as Minimizing KL Divergence

Understanding The Shapley Value

Kalman Filter - Part 2

Kalman Filter - Part 1

Recurrent Neural Networks (RNNs) and Vanishing Gradients

Transformers vs Recurrent Neural Networks (RNN)!

Language Model Evaluation and Perplexity

Common Patterns in Time Series Seasonality, Trend and Autocorrelation

Limitations of Graph Neural Networks (Stanford University)

Understanding Metropolis-Hastings algorithm

Learning to learn An Introduction to Meta Learning

Page Ranking Web as a Graph (Stanford University 2019)

Deep Graph Generative Models (Stanford University - 2019)

Graph Node Embedding Algorithms (Stanford - Fall 2019)

Graph Representation Learning (Stanford university)

Understanding Word Embeddings

Variational Autoencoders - Part 2 ( Modeling a Distribution of Images )

Variational Autoencoders - Part 1 (Scaling Variational Inference & Unbiased estimates)

DBSCAN Part 2

DBSCAN Part 1