Python Crash Course: Python Machine Learning. Find out how you can use it for faster coding. Discover algorithms and strategy analysis for finance

Introduction
Evolution of Python
Introduction to Python
	What Is Python?
	Why Learn Python?
	A Note on Python Versions
	Definitions: Interpreter, Terminal, Shell, IDE
	The Python Interpreter
	Using an IDE
	Using PyCharm
Variables and Constants in Python:
	What Is A Variable in Python?
	Classifications of Python Arrays Essential for Variables
	Naming Variables
	Learning Python Strings, Numbers and Tuple
	Types of Data Variables
How to Install Python
	Installing Python (Windows)
	Installing Python (Mac)
	The Command Line Interaction
	Start Python
Designing and Using Functions
	Python Functions
	Function Parameters
	Function Parameter Defaults
A Modular Approach to Program Organization
	Modules Concept and Utility within Python
	How to Import a Module
Using Methods
	String Methods
Processing Files in Python
	List of Methods to Process File
	Example File Processing in Python
Python Algorithms
	Some of the Best Python Algorithms for Data Analysis
	Neural Networks
	Clustering
	Support Vector Machines
	Naïve Bayes
	Decision Trees
Databases
	Specifying the Database
	The Pickle Module
	The SQLite3 Module
	The SQLObject Package
	Building a Digital Spider
Exception Handling
	Debugging, Exception Handling in Detail
Panda Python Data Analysis Library
	Installing the Pandas Library
	The Benefits of Using Pandas
	Viewing and Inspecting the Data
Conclusion