The analytical solution for machine learning with SVD

Learn how to convert any problem into a machine learning problem - images

Matrix multiplication and other machine learning review ideas

Cyber Security and Machine Learning (with Python) - Topics

Embeddings and AutoEncoders

Introduction to Practical Deep Learning Course

The Time Series GPT from scratch in PyTorch (part 1)

GPTs from scratch: Training and asking questions of a GPT

RLHF with PPO - Understanding the Loss

SVM, logistic regression, KNN, and more: Intuition with SKLEARN code

Getting started with Replicate.com for Generative AI

Introduction to the Perceptron (part 1)

PyCryptoDome, RSA, and digital signatures

qiskit installation and breaking RSA with a simulated quantum computer

Homework - Implement the Perceptron for Web

Naive Bayes - Discrete case with word frequency counts

Introduction to WEKA (part 1)

Generative Adversarial Networks (GANs) and Conditional-GANs (part 2)