How-to & Learning

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Build a small language model from scratch: Pre-training and Inference
01:39:23

Build a small language model from scratch: Pre-training and Inference
Generative AI
4 Views · 1 month ago
Build a small language model from scratch: Data pre-processing
02:00:23

Build a small language model from scratch: Data pre-processing
Generative AI
2 Views · 1 month ago
Build a Small Language Model (SLM) From Scratch
02:48:02

Build a Small Language Model (SLM) From Scratch
Generative AI
0 Views · 1 month ago
Decision trees - A friendly introduction
00:22:23

Decision trees - A friendly introduction
Generative AI
4 Views · 1 month ago
Support Vector Machines (SVMs): A friendly introduction
00:30:58

Support Vector Machines (SVMs): A friendly introduction
Generative AI
0 Views · 1 month ago
The covariance matrix
00:13:57

The covariance matrix
Generative AI
2 Views · 1 month ago
Logistic Regression and the Perceptron Algorithm: A friendly introduction
00:45:19

Logistic Regression and the Perceptron Algorithm: A friendly introduction
Generative AI
0 Views · 1 month ago
Serrano's Academy 2021 Virtual Recital
01:35:50

Serrano's Academy 2021 Virtual Recital
Generative AI
0 Views · 1 month ago
Gaussian Mixture Models
00:17:27

Gaussian Mixture Models
Generative AI
0 Views · 1 month ago
Why do we divide by n-1 to estimate the variance? A visual tour through Bessel correction
00:37:23

Why do we divide by n-1 to estimate the variance? A visual tour through Bessel correction
Generative AI
0 Views · 1 month ago
The Gini Impurity Index explained in 8 minutes!
00:08:39

The Gini Impurity Index explained in 8 minutes!
Generative AI
3 Views · 1 month ago
Singular Value Decomposition (SVD) and Image Compression
00:28:56

Singular Value Decomposition (SVD) and Image Compression
Generative AI
0 Views · 1 month ago
When is a sequence periodic? The Discrete Fourier Transform will tell us
00:17:51

When is a sequence periodic? The Discrete Fourier Transform will tell us
Generative AI
1 Views · 1 month ago
KL Divergence - How to tell how different two distributions are
00:13:48

KL Divergence - How to tell how different two distributions are
Generative AI
1 Views · 1 month ago
Reinforcement Learning with Human Feedback (RLHF) - How to train and fine-tune Transformer Models
00:15:31

Reinforcement Learning with Human Feedback (RLHF) - How to train and fine-tune Transformer Models
Generative AI
2 Views · 1 month ago
A friendly introduction to deep reinforcement learning, Q-networks and policy gradients
00:36:26

A friendly introduction to deep reinforcement learning, Q-networks and policy gradients
Generative AI
2 Views · 1 month ago
Mean, Variance, Skewness, and Kurtosis - Math for ML with Deeplearning.ai
00:26:17

Mean, Variance, Skewness, and Kurtosis - Math for ML with Deeplearning.ai
Generative AI
0 Views · 1 month ago
Serrano.Academy - The art of understanding
00:00:43

Serrano.Academy - The art of understanding
Generative AI
1 Views · 1 month ago
Shannon Entropy and Information Gain
00:21:16

Shannon Entropy and Information Gain
Generative AI
2 Views · 1 month ago
Denoising and Variational Autoencoders
00:31:46

Denoising and Variational Autoencoders
Generative AI
1 Views · 1 month ago
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