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
Link to course summary text/images + a separate lesson on regression:
https://classroom.udacity.com/courses/ud187/lessons/e52f6e56-2fbc-4ba8-9f74-377937b7da5c/concepts/096e106c-eee4-4fed-84de-c3f751c98cdc
in Artificial Intelligence