  Advanced Python - 1 Day培訓(xùn)

Python Data Structures and Operations

Integers and floats
Strings and bytes
Tuples and lists
Dictionaries and ordered dictionaries
Sets and frozen sets
Object-Oriented Programming with Python

Inheritance
Polymorphism
Static classes
Static functions
Decorators
Data Analysis with Pandas

Data frame (pandas)
Data cleaning
Using vectorized data in pandas
Data wrangling
Sorting and filtering data
Aggregate operations
Analyzing time series
Data Visualization

Plotting diagrams with matplotlib
Using matplotlib from within pandas
Creating quality diagrams
Vectorizing Data in Numpy

Creating Numpy arrays
Python for the Web

Packages for web processing
Web crawling
Parsing HTML and XML
Filling web forms automatically