Chapter 2: Control Statements

• if-else
• if-elif-else
• while loop
• for loop
• break
• continue
• assert
• pass
• return

Chapter 3: List, Ranges & Tuples in Python

• Introduction
• Lists in Python
• More about Lists
• Understanding Iterators
• Generators, Comprehensions and Lambda Expressions
  1. Introduction
  2. Generators and Yield
  3. Next and Ranges
• Understanding and using Ranges
• More About Ranges
• Ordered Sets with tuples

Chapter 4: Python Dictionaries and Sets

• Introduction to the section
• Python Dictionaries
• More on Dictionaries
• Sets
• Python Sets Examples

Chapter 5: Input and Output in Python

• Reading and writing text files
• Writing Text Files
• Appending to Files and Challenge
• Writing Binary Files Manually
• Using Pickle to Write Binary Files

Chapter 6: Python built in function

• Python user defined functions
• Python packages functions
• Defining and calling Function
• The anonymous Functions
• Loops and statement in Python
• Python Modules & Packages

Chapter 7: Python Object Oriented

• Overview of OOP
• The self variable
• Constructor
• Types Of Variables
• Namespaces
• Creating Classes and Objects
• Inheritance
• Types of Methods
  1. Instance Methods
  2. Static Methods
  3. Class Methods
• Accessing attributes
• Built-In Class Attributes
• Destroying Objects
• Abstract classes and Interfaces
• Abstract Methods and Abstract class
• Interface in Python
• Abstract classes and Interfaces

Chapter 8: Exceptions

• Errors in Python
• Compile-Time Errors
• Runtime Errors
• Logical Errors
• What is Exception?
• Handling an exception
• try....except...else
• try-finally clause
• Argument of an Exception
• Python Standard Exceptions
• Raising an exceptions
• User-Defined Exceptions

Chapter 9: Python Regular Expressions

• What are regular expressions?
• The match Function
• The search Function
• Matching vs searching
• Search and Replace
• Extended Regular Expressions
• Wildcard

Chapter 10: Python Multithreaded Programming

• What is multithreading?
• Difference between a Process and Thread
• Concurrent Programming and GIL
• Uses of Thread
• Starting a New Thread
• The Threading Module
• Thread Synchronization
  1. Locks
  2. Semaphore
• Deadlock of Threads
• Avoiding Deadlocks
• Daemon Threads

Chapter 11: Using Databases in Python

• Python MySQL Database Access
• Install the MySQLdb and other Packages
• Create Database Connection
• CREATE, INSERT, READ Operation
• DML and DDL Oepration with Databases

Web Scraping in Python

Chapter 14: Data Science Using Python

• Numpy :
  1. Introduction to numpy
  2. Creating arrays
  3. Indexing Arrays
  4. Array Transposition
  5. Universal Array Function
  6. Array Processing
  7. Array Input and Output 

Pandas:

• What are pandas?
• Where it is used?
• Series in pandas
• Index objects
• Reindex
• Drop Entry
• Selecting Entries
• Data Alignment
• Rank and Sort
• Summary Statics
• Index Hierarchy
• Matplotlib: Data Visualization
• Python for Data Visualization
• Welcome to the Data Visualization Section
• Introduction to Matplotlib

Chapter 15: Graphical User Interface

• GUI in Python
• Button Widget
• Label Widget
• Text Widget

Chapter 16: Django Web Framework in Python

• Introduction to MVC and MVT architecture in Web development
• Django folder structure and flow of control