ANPA Python Summer School, 2019 1. Introduction to Python 1.1 Fundamentals of Datastructure 1.2 Loops and Conditions 1.3 Function and Class 2. Introduction to Numpy 2.1 Array 2.2 Arange, Meshgrid 2.3 Algebra 2.3 Statistics 3. Introduction to Pandas 3.1 Pandas DataFrame 3.2 DataFrame Indexing 3.3 Data Exploration 3.4 Group By and Lambda Transformation 4. Introduction to Scientific Computing 4.1 Numerical Methods 4.2 Optimization 4.3 Special Functions 4.4 Signal Processing 4.5 Simulation 5. Introduction to Data Science 5.1 Data Cleaning 5.2 Data Preprocessing 5.3 Model Selection 5.4 Parameter Tuning 5.5 Prediction