ML Fundamentals

Git Tutorial 6: Branches (Create, Merge, Delete a branch)

The determinant | Chapter 6, Essence of linear algebra

Three-dimensional linear transformations | Chapter 5, Essence of linear algebra

Personhood: Crash Course Philosophy #21

Git Tutorial 2 : What is Github? | github tutorial

Running our Network - Deep Learning with Neural Networks and TensorFlow

Neural Network Model - Deep Learning with Neural Networks and TensorFlow

How do I create dummy variables in pandas?

Gamer's Paradise - Computerphile

Inside a Neural Network - Computerphile

How do I use pandas with scikit-learn to create Kaggle submissions?

Hallucinating Images With Deep Learning | Two Minute Papers #74

How Data Science Works

Build an AI Artist - Machine Learning for Hackers #5

Deep Learning Demystified

Artistic Style Transfer For Videos | Two Minute Papers #68

Matrix multiplication as composition | Chapter 4, Essence of linear algebra

Linear transformations and matrices | Chapter 3, Essence of linear algebra

Linear combinations, span, and basis vectors | Chapter 2, Essence of linear algebra

Vectors | Chapter 1, Essence of linear algebra

Essence of linear algebra preview

Git Tutorial 1: What is git / What is version control system?

Git Tutorial 3: How To Install Git

TensorFlow Basics - Deep Learning with Neural Networks p. 2

Installing TensorFlow (OPTIONAL) - Deep Learning with Neural Networks and TensorFlow p2.1

Deep Learning with Neural Networks and TensorFlow Introduction

Mean Shift Dynamic Bandwidth - Practical Machine Learning Tutorial with Python p.42

Mean Shift from Scratch - Practical Machine Learning Tutorial with Python p.41

Mean Shift with Titanic Dataset - Practical Machine Learning Tutorial with Python p.40

Mean Shift Intro - Practical Machine Learning Tutorial with Python p.39

Secrets of the Deep Dark Web (Deep Dark Web Pt2) - Computerphile

K Means from Scratch - Practical Machine Learning Tutorial with Python p.38

Custom K Means - Practical Machine Learning Tutorial with Python p.37

Web vs Internet (Deep Dark Web Pt1) - Computerphile

Running an SQL Injection Attack - Computerphile

K Means with Titanic Dataset - Practical Machine Learning Tutorial with Python p.36

Machine Learning with Text in scikit-learn (PyCon 2016)

Clustering Introduction - Practical Machine Learning Tutorial with Python p.34

Software Defined Networking - Computerphile

Debugging Tips - Watches and Call Stack

Soft Margin SVM and Kernels with CVXOPT - Practical Machine Learning Tutorial with Python p.32

Soft Margin SVM - Practical Machine Learning Tutorial with Python p.31

Why Kernels - Practical Machine Learning Tutorial with Python p.30

Debugging Tips - Conditional Breakpoint

Kernels Introduction - Practical Machine Learning Tutorial with Python p.29

Completing SVM from Scratch - Practical Machine Learning Tutorial with Python p.28

Where HTML beats C? - Computerphile

Magnetic Media (Floppies and Tapes) - Computerphile