Data Cleaning and Pre-Processing, Data Exploration and Visualization, Linear and Multivariable Regression, Optimisation Algorithms and Gradient Descent, Naive Bayes Classification, Descriptive Statistics and Probability Theory, Neural Networks and Deep Learning, Model Evaluation and Analysis, Serving a Tensorflow Model