Hi 👋 I am Jay Patel, an ML enthusiast committed to bringing high-quality, in-depth lessons on machine learning. On LearnWithJay, we don’t just scratch the surface, but we dive into the heart of the subject, tackling the mathematics, solid theory, and practical coding that make machine learning work.

With each video, I aim to make complex topics simple and practical so you can confidently apply them. This channel is dedicated to those who want a real understanding of machine learning from the inside out—not just code snippets, but the theory that makes it all possible.

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GPT Architecture | How to create ChatGPT from Scratch?
33:26
GPT Architecture | How to create ChatGPT from Scratch?
BERT Demystified: Like I’m Explaining It to My Younger Self
37:47
BERT Demystified: Like I’m Explaining It to My Younger Self
Decoder Architecture in Transformers | Step-by-Step from Scratch
41:29
Decoder Architecture in Transformers | Step-by-Step from Scratch
Encoder Architecture in Transformers | Step by Step Guide
23:39
Encoder Architecture in Transformers | Step by Step Guide
How Residual Connections in Transformers stabilize its training?
11:06
How Residual Connections in Transformers stabilize its training?
Simplest explanation of Layer Normalization in Transformers
16:41
Simplest explanation of Layer Normalization in Transformers
Positional Encoding in Transformers | Deep Learning
25:54
Positional Encoding in Transformers | Deep Learning
Master Multi-headed attention in Transformers | Part 6
17:29
Master Multi-headed attention in Transformers | Part 6
Why Scaling by the Square Root of Dimensions Matters in Attention | Transformers in Deep Learning
20:11
Why Scaling by the Square Root of Dimensions Matters in Attention | Transformers in Deep Learning
Why the name Query, Key and Value? Self-Attention in Transformers | Part 4
4:13
Why the name Query, Key and Value? Self-Attention in Transformers | Part 4
Linear Transformation in Self Attention | Transformers in Deep Learning | Part 3
29:37
Linear Transformation in Self Attention | Transformers in Deep Learning | Part 3
Self Attention in Transformers | Transformers in Deep Learning
43:48
Self Attention in Transformers | Transformers in Deep Learning
Transformers in Deep Learning | Introduction to Transformers
21:09
Transformers in Deep Learning | Introduction to Transformers
Bidirectional RNN | Deep Learning | In-depth Explanation & Equations
7:33
Bidirectional RNN | Deep Learning | In-depth Explanation & Equations
Gated Recurrent Unit | GRU | Explained in detail
14:59
Gated Recurrent Unit | GRU | Explained in detail
Deep Neural Network Python from scratch | L layer Model | No Tensorflow
51:35
Deep Neural Network Python from scratch | L layer Model | No Tensorflow
Facial Landmark Detection | OpenCV | Python | Mediapipe
17:19
Facial Landmark Detection | OpenCV | Python | Mediapipe
Emoji Prediction | LSTM in Tensorflow | Implementation
27:51
Emoji Prediction | LSTM in Tensorflow | Implementation
Part 2 | Python | Training Word Embeddings | Word2Vec |
24:28
Part 2 | Python | Training Word Embeddings | Word2Vec |
Part 1 | Training Word Embeddings | Word2Vec
9:38
Part 1 | Training Word Embeddings | Word2Vec
Word Embedding Python | RNN | Detailed Explanation
10:09
Word Embedding Python | RNN | Detailed Explanation
LSTM Recurrent Neural Network (RNN) | Explained in Detail
19:32
LSTM Recurrent Neural Network (RNN) | Explained in Detail
Backpropagation in RNN | Backpropagation through time
8:50
Backpropagation in RNN | Backpropagation through time
RNN Model Details | Recurrent Neural Networks | Deep Learning
8:33
RNN Model Details | Recurrent Neural Networks | Deep Learning
Types of Recurrent Neural Networks (RNNs)
5:35
Types of Recurrent Neural Networks (RNNs)
What is Recurrent Neural Network in Deep Learning? | RNN
7:09
What is Recurrent Neural Network in Deep Learning? | RNN
Image Classification using CNN Keras | Full implementation
17:56
Image Classification using CNN Keras | Full implementation
What is Keras and Tensorflow | Keras vs Tensorflow
3:41
What is Keras and Tensorflow | Keras vs Tensorflow
Why use Tensorflow? Explaining Tensorflow and why to use it
7:20
Why use Tensorflow? Explaining Tensorflow and why to use it
Backpropagation in CNN - PART 2
19:31
Backpropagation in CNN - PART 2