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 and figures:
https://classroom.udacity.com/courses/ud187/lessons/e0c70c77-5584-4f83-a47b-a67a6172ae75/concepts/ac6c6991-8096-4c7a-bad1-706f7e3d36f1
in Artificial Intelligence