ML Fundamentals

Learner Story: Pursuing a Midlife Career Change

WaveNet by Google DeepMind | Two Minute Papers #93

Change of basis | Chapter 13, Essence of linear algebra

StyLit, Illumination-Guided Artistic Style Transfer | Two Minute Papers #91

Cross products in the light of linear transformations | Chapter 11, Essence of linear algebra

Deep Dream (Google) - Computerphile

Installing the GPU version of TensorFlow for making use of your CUDA GPU

Using More Data - Deep Learning with Neural Networks and TensorFlow part 8

Getting started with machine learning in Python (webcast)

RAM module build - part 2

Git Tutorial 9: Diff and Merge using meld

Git Tutorial 7: What is HEAD?

How Convolutional Neural Networks work

FPS & Digital Video - Computerphile

Personhood: Crash Course Philosophy #21

The Illusion of Truth

How do I create dummy variables in pandas?

Cross products | Chapter 10, Essence of linear algebra

Dot products and duality | Chapter 9, Essence of linear algebra

Training/Testing on our Data - Deep Learning with Neural Networks and TensorFlow part 7

Preprocessing cont'd - Deep Learning with Neural Networks and TensorFlow part 6

Processing our own Data - Deep Learning with Neural Networks and TensorFlow part 5

Neural Material Synthesis | Two Minute Papers #88

Nonsquare matrices as transformations between dimensions | Chapter 8, Essence of linear algebra

Inverse matrices, column space and null space | Chapter 7, Essence of linear algebra

Git Github Tutorial 10: What is Pull Request?

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

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

Retro Computer Kit - Computerphile

Essence of linear algebra preview

Git Tutorial 2 : What is Github? | github tutorial

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

Git Tutorial 3: How To Install Git

Running our Network - Deep Learning with Neural Networks and TensorFlow

How to Choose a Password - Computerphile

Photorealistic Images from Drawings | Two Minute Papers #80

Neural Network Model - Deep Learning with Neural Networks and TensorFlow

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

Visually Indicated Sounds | Two Minute Papers #79

Password Cracking - Computerphile

Gamer's Paradise - Computerphile