Module 1: Getting Started with Python Core

• Need of Programming with an Example
• Why Programming
• Advantages of Programming
• Different Programming Languages
• Introduction to Python
  • A Brief History of Python
  • Why Python
• Installing Python
• Creating Python File using IDLE
• Write your first Program in Python
• How to execute Python Program
• Identifier
  • Rules for Naming Identifiers
• Variables
• Operator
  • Operator Types
• Q&A

Module 2: Datatypes in Python

• Introduction to Python Data Types
• Strings
  • Introduction to Python ‘String’ data type
  • String Properties
  • String built-in functions
  • Programming with Strings
  • String Formatting
• Lists and Tuples
  • Introduction to Python ‘List’ data type
  • List Properties
  • List built-in functions
  • Programming with Lists
  • List Comprehension
  • Introduction to Python ‘tuple’ data types
  • Tuples as Read only lists
• Dictionary and Sets
  • Introduction to Python ‘Dictionary’ data type
  • Creating a dictionary
  • Dictionary built-in functions
  • Introduction to Python ‘set’ data types
  • Set and Set properties
  • Set built-in functions
• Q&A

Module 3: Conditional & Control Statements in Python

• Introduction to Conditional Statements
  • Types of Conditional Statements
    • If….Statement
    • If….Else Statement
    • Elif…. Statement
  • Introduction to Loops
    • Types of Loops in Python
      • While….Loop
      • For….Loop
      • Nested Loop
    • Introduction to Loop Control Statements
      • Loop Control Statements Keywords
        • Break Statement
        • Continue Statement
        • Pass Statement
• Q&A

Module 4: Functions in Python

• Introduction to Python Functions
• User Defined Functions
  • Functions definition and return statement
  • Calling a Function
  • Parameters and Arguments
  • Required Arguments
  • Default Argument
• Variable Scope in Function
  • Local Scope
  • Global Scope
  • Enclosing Scope
  • Built-in Scope
• Modules and Packages
  • Importing Module (from, import statement)
• Anonymous functions (Lambda)
• Q&A

Module 5: Exception Handling & OOPs Concepts

• Getting started working with Files
  • File Objects and Modes of file operations
  • Reading, Writing, and use of ‘With’ Keyword
  • Read(), Readline(), Readlines(), Write(), Writeline()
• Introduction to Exception Handling
  • Understanding Exceptions
  • Handling An Exceptions
  • Try, Except, Else, and Finalizing
  • Raising Exceptions with: Raise, Assert
• Introduction to Object Orientated Programming (OOPs)
  • Why OOPs
  • Difference Between POPs and OOPs
  • OOPs Concepts
  • Python OOP Vs Other OOPs
  • Class and Objects
  • Relation Between Class and Objects
  • Creating a Class
  • Attributes
• Built-In Class Attributes
• Class Variable and Instance Variable
  • Constructor and Destructor
  • Multiple Constructors
  • Abstraction
  • Inheritance
• Inheritance Types
  • Overloading
  • Overriding
  • Data Hiding
• Q&A

Module 6: Database Connectivity & Regular Expressions

• Introduction to Regular Expressions
  • What are Regular Expressions
  • Regular Expressions Operations
  • Search Function
  • Match Function
  • Modifiers
  • Patterns
• Database Connectivity
  • Introduction to Database Connectivity
  • Connections
  • Executing Queries
  • Transactions
• Q&A

Module 7: Data Manipulation & Data Visualization

• What is Data Manipulation
• Introductions to Pandas
• Data Manipulation with Pandas
• Data Structures & Series
• Data Frame
• Missing Values
• Data Operations
• Data Standardizations
• Pandas File Read (CSV, Excel, SQL) and Write Support
• Data Acquisition (Import & Export)
• Introduction to Data Visualization using Matplotlib
  • Installing Matplotlib
  • Plotting in Matplotlib
  • Creating First Plot with Matplotlib
  • Creating Column/Line/Scatter Plots
• Wrapping Python Core Program
• Q&A