Autoplay
Welcome video
Introduction
Prerequisites
Applications of Machine Learning
Colab: Python and Colab Primer
What is Machine Learning?
Converting Celcius to Fahrenheit
Recap of what we have learned so far
Interview with Sebastian - Future impact of Deep Learning
Also a discussion on dense layers
Introduction: The Dense Layer
Fashion MNIST Dataset
Neural Network
Training and Testing
Colab: Fashion MNIST
Celcius vs MNIST
Summary: Fashion MNIST (+ an intro lesson on Regression)
Interview with Sebastian on CNN
Introduction to CNNs
CNN: Convolutional Neural Network
Convolution Technique
Max Pooling
Recap on CNNs
Interview with Sebastian, Udacity co-founder
3rd party curated content
Additional text & figures:
https://classroom.udacity.com/courses/ud187/lessons/ff58baf7-22c2-4052-9f9f-a8b2415ba7df/concepts/d1fd8523-2e59-4f3b-8e0c-cfa0a636760b
in Artificial Intelligence