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COURSE DESCRIPTION

An Introduction to Python
A Brief History of Python
Python Versions
Installing Python
Environment Variables
Executing Python from the Command Line
IDLE
Editing Python Files
Python Documentation
Getting Help
Dynamic Types
Python Reserved Words
Naming Conventions
Basic Python Syntax
Basic Syntax
Comments
String Values
String Methods
The format Method
String Operators
Numeric Data Types
Conversion Functions
Simple Input and Output
The % Method
The print Function
Language Components
Indenting Requirements
The if Statement
Relational Operators
Logical Operators
Bit Wise Operators
The while Loop
break and continue
The for Loop
Collections
Lists
Tuples
Sets
Dictionaries
Sorting Dictionaries
Copying Collections
Functions
Defining Your Own Functions
Parameters
Function Documentation
Keyword and Optional Parameters
Passing Collections to a Function
Variable Number of Arguments
Scope
Functions – “First Class Citizens”
Passing Functions to a Function
Mapping Functions in a Dictionary
Lambda
Inner Functions
Closures
Modules
Modules
Standard Modules – sys
Standard Modules – math
Standard Modules – time
The dir Function
Exceptions
Errors
Run Time Errors
The Exception Model
Exception Hierarchy
Handling Multiple Exceptions
raise
assert
Writing Your Own Exception Classes
Input and Output
Data Streams
Creating Your Own Data Streams
Access Modes
Writing Data to a File
Reading Data From a File
Additional File Methods
Using Pipes as Data Streams
Handling IO Exceptions
Working with Directories
Metadata
The pickle Module
Classes in Python
Classes in Python
Principles of Object Orientation
Creating Classes
Instance Methods
File Organization
Special Methods
Class Variables
Inheritance
Polymorphism
Type Identification
Custom Exception Classes
Regular Expressions
Simple Character Matches
Special Characters
Character Classes
Quantifiers
The Dot Character
Greedy Matches
Grouping
Matching at Beginning or End
Match Objects
Substituting
Splitting a String
Compiling Regular Expressions
Flags
Advanced Python
Python Modules
Packages in Python
Python Date and Time
File Handling
Python OS Module
Python Exception Handling
More Advanced PYTHON
Python Class and Objects
Python Regular Expressions
Python XML Parser
Python-Data Base Communication
Multi-Threading
Web Scrapping
Unit Testing with PyUnit
Introduction to Python Web Frameworks
GUI Programming-Tkinter
Data Analytics
Introduction to Machine Learning with PYTHON
Data Science
Internet of Things

 

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