ML Fundamentals

Where HTML beats C? - Computerphile

SVM Optimization - Practical Machine Learning Tutorial with Python p.27

Magnetic Media (Floppies and Tapes) - Computerphile

Deep Learning Demystified

Build a Movie Recommender - Machine Learning for Hackers #4

Artistic Style Transfer For Videos | Two Minute Papers #68

Support Vector Machine Optimization - Practical Machine Learning Tutorial with Python p.24

How do I change the data type of a pandas Series?

Deep Learning and Cancer Research | Two Minute Papers #64

“Coursera Is”: Learners Reflect on What Coursera Means to Them

Coursera Learner Story: Fighting Sexual Abuse With Social Psychology

Integrals: Crash Course Physics #3

Derivatives: Crash Course Physics #2

Build a Neural Net in 4 Minutes

CNN: Convolutional Neural Networks Explained - Computerphile

Support Vector Machine Fundamentals - Practical Machine Learning Tutorial with Python p.23

Support Vector Assertion - Practical Machine Learning Tutorial with Python p.22

Anti-Counterfeiting & Conductive Inks - Computerphile

Understanding Vectors - Practical Machine Learning Tutorial with Python p.21

Support Vector Machine Intro and Application - Practical Machine Learning Tutorial with Python p.20

Space Carving - Computerphile

Final thoughts on K Nearest Neighbors - Practical Machine Learning Tutorial with Python p.19

Applying our K Nearest Neighbors Algorithm - Practical Machine Learning Tutorial with Python p.18

Writing our own K Nearest Neighbors in Code - Practical Machine Learning Tutorial with Python p.17

Crazy Text & Security Printing - Computerphile

Creating Our K Nearest Neighbors Algorithm - Practical Machine Learning with Python p.16

Euclidean Distance - Practical Machine Learning Tutorial with Python p.15

Training Deep Neural Networks With Dropout | Two Minute Papers #62

K Nearest Neighbors Application - Practical Machine Learning Tutorial with Python p.14

Classification w/ K Nearest Neighbors Intro - Practical Machine Learning Tutorial with Python p.13

EXTRA BITS: SGML HTML XML - Computerphile

Testing Assumptions - Practical Machine Learning Tutorial with Python p.12

No Such Thing As Artificial Intelligence | Two Minute Papers #60

Programming R Squared - Practical Machine Learning Tutorial with Python p.11

R Squared Theory - Practical Machine Learning Tutorial with Python p.10

Deep Learning - Computerphile

How to program the Best Fit Line - Practical Machine Learning Tutorial with Python p.9

How to program the Best Fit Slope - Practical Machine Learning Tutorial with Python p.8

Regression How it Works - Practical Machine Learning Tutorial with Python p.7

Pickling and Scaling - Practical Machine Learning Tutorial with Python p.6

10 Even Cooler Deep Learning Applications | Two Minute Papers #59

Regression forecasting and predicting - Practical Machine Learning Tutorial with Python p.5

SGML HTML XML What's the Difference? (Part 1) - Computerphile

Regression Training and Testing - Practical Machine Learning Tutorial with Python p.4

Regression Features and Labels - Practical Machine Learning Tutorial with Python p.3

Regression Intro - Practical Machine Learning Tutorial with Python p.2

Practical Machine Learning Tutorial with Python Intro p.1

From Doodles To Paintings With Deep Learning | Two Minute Papers #57