What you'll learn
Python fundamentals
Handling numbers in Python
Handling strings in Python
Control flow in Python
File handling in Python
Modules and packages in Python
Python libraries - numpy, pandas, matplotlib, scikit-learn etc
Basic statistics and data visualization with Python
Overview of machine learning
Supervised machine learning
Unsupervised machine learning
Linear regression with Python
Logistic regression with Python
Decision tree with Python
Regression tree with Python
Random forest with Python
Support Vector Machines with Python
K-means clustering with Python
Do It Yourself - hierarchical clustering
K-Nearest Neighbor
Naïve Bayes Classifier with Python
Do It Yourself - Build Your Own Credit Risk Analyzer