ML Fundamentals

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

CNN: Convolutional Neural Networks Explained - Computerphile

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

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Space Carving - Computerphile

Deep Learning and Cancer Research | Two Minute Papers #64

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

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

Integrals: Crash Course Physics #3

Derivatives: Crash Course Physics #2

Build a Neural Net in 4 Minutes

The Brachistochrone, with Steven Strogatz

How reinforcement learning works in Becca 7

CS231n Winter 2016: Lecture 14: Videos and Unsupervised Learning

CS231n Winter 2016: Lecture 12: Deep Learning libraries

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

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

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

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

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

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

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

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

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

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

Overfitting and Regularization For Deep Learning | Two Minute Papers #56

How DeepMind's AlphaGo Defeated Lee Sedol | Two Minute Papers #53

10 More Cool Deep Learning Applications | Two Minute Papers #52

Data Analysis simplified with Ensmo.com

How DeepMind Conquered Go With Deep Learning (AlphaGo) | Two Minute Papers #42

CS231n Winter 2016: Lecture 6: Neural Networks Part 3 / Intro to ConvNets

Designing Cities and Furnitures With Machine Learning | Two Minute Papers #36

9 Cool Deep Learning Applications | Two Minute Papers #35