Python & Advanced Python
  • Introduction & Installation
    • Introdution
    • Installing Python
    • Installing Pycharm
    • Configurations
  • Programming Basics
    • Variables
    • Data Types
    • User Inputs
    • Unpacking
    • Boolean Practice
    • What If, Else and If, Making Decisions
    • For Loops
    • Break Continue Pass
    • Break Vs Continue Vs Pass
  • Data Structures
    • List
    • Tuple
    • Set
  • Logic Building & Programming
    • Pattern Programs
    • Prime Number
    • Fibonacci Sequence
    • Factorial
    • Recursion
    • Swap 2 Variables
  • Data Structures
    • Linear Search
    • Bubble Sort
  • Functions
    • Creating Functions
    • Functions Arguments
    • Type of Arguments
    • Keyworded Variable Length Arguments
    • Using Built in Functions
    • Global Keywords
    • Passing List to Functions
  • Anonymous Functions / Lambda
  • Filter / Map Reduce
  • Decorators
  • Modules
  • OOPs Programming
    • Modules
    • Special variable _name_
    • Class & Object
    • _init_ method
    • Constructor, Self and Comparing Objects
    • Types of Variables
    • Types of Method
    • Inner Class
    • Inheritance
    • Constructor in Inheritance
    • Introduction to Polymorphism
    • Duck Typing
      • Operators Overloading
    • Method Overloading
    • Method Overriding
    • Iterator
    • Generators
  • Exception Handling
  • File handling
  • MySQL Server Setup
    • Installing and Configuring MySQL Server
    • Creating Database
    • CRUD Operations
    • Create Tables
      • Insert
      • Update
      • Delete
  • Database Integration with Python
    • Connection to Database from Python
    • Writing functions to handle database operations
    • CRUD Operations in python
  • Web Scrapping
    • Beautiful SOUP library
    • Parsing HTML files
    • Getting Data from Any Website
  • Data Analytics (NumPy & Pandas)
    • Installing & Understanding Analytics Packages
    • NumPy Array Operations
    • Pandas Data Frame Operations
    • Data Acquisition (Import & Export)
    • Indexing
    • Selection
    • Sorting
    • Filtering
    • Group By
    • Binning
    • Concatenation
    • Merge
    • Append
    • Drop
  • Data Visualization
    • Installing Matplotlib & Seaborne libraries
    • Charts & Plots
      • Histogram
      • Scatter Plots
      • Box Plots
      • Line Chart
      • Bar Chart
      • Pie Chart etc.