Unit One
Introduction to Machine Learning
Unit Two
Exploratory Data Analysis
Unit Three
Correlation and Regression
Unit Four
Linear Regression with Scikit-Learn
Unit Five
Clustering
Unit Six
Clustering with Python
Unit Seven
Introduction to Artificial Neural Networks
Unit Eight
Training an Artificial Neural Network
Unit Nine
Introduction to Convolutional Neural Networks
Unit Ten
Natural Language Processing
Unit Eleven
Model Selection and Evaluation
Unit Twelve
Industry 4.0 and Machine Learning
Observations
Final thoughts to be added at the end of class