Python在数据科学中的应用

• Chapter1 Python basics
• 1-1 Hello Python
• 1-2 Variables and types in Python
• Chapter2 list: a data structure
• 2-1 List in Python
• 2-2 How to get a subset of a list in Python
• 2-3 List operations in Python
• Chapter3 Functions and packages in Python
• 3-1 Functions in Python
• 3-2 Methods in Python
• 3-3 Packages in Python
• Chapter4 A scientific computing package implemented in python-Nu
• 4-1 Packages in Python - Numpy
• 4-2 Python - 2-dimensional Numpy array
• 4-3 Basic Statistics with Python-Numpy
• Chapter5 Use Matplotlib to draw graphs
• 5-1 Python-Using matplotlib for basic plotting
• 5-2 Python-histogram
• 5-3 Python-Personalization
• Chapter6 Control flow and pandas
• 6-1 Python - Boolean logic and control flow
• 6-2 Python-pandas package