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• Installation
• Python Org, Python 3
• Variables
• Print function
• Input from user
• Data Types
• Type Conversion
• First Program

• Arithmetic Operators
• Relational Operators
• Bitwise Operators
• Logical Operators
• Assignment Operators
• Compound Operators
• Membership Operators
• Identity Operators

• If Else
• If
• Else
• El If (else if)
• If Else Ternary Expression

• While loop logic building
• Series based Questions
• Break
• Continue
• Nested While Loops
• Pattern-Based Questions
• pass
• Loop else

• List Basics
• List Operations
• List Comprehensions / Slicing
• List Methods

• String Basics
• String Literals
• String Operations
• String Comprehensions / Slicing
• String Methods

• Range function
• For loop
• Nested for Loops
• Pattern-Based Questions
• Break
• Continue
• Pass
• Loop else

• Definition
• Call
• Function Arguments
• Default Arguments
• Docstrings
• Scope
• Special functions Lambda, Map, and Filter
• Recursion
• Functional Programming and Reference Functions

• Dictionaries Basics
• Operations
• Comprehensions
• Dictionaries Methods

• Tuples Basics
• Tuples Comprehensions / Slicing
• Tuple Functions
• Tuple Methods

• Sets Basics
• Sets Operations
• Union
• Intersection
• Difference and Symmetric Difference

• Stack
• Queue
• Linked Lists
• Sorting
• Searching
  • Linear Search
  • Binary Search

• Function as a parameter
• Function as a return value
• Closures
• Decorators
• Map, Filter, Reduce Functions

• Classes
• Objects
• Method Calls
• Inheritance and Its Types
• Overloading
• Overriding
• Data Hiding
• Operator Overloading

• File Basics
• Opening Files
• Reading Files
• Writing Files
• Editing Files
• Working with different extensions of file
• With Statements

• Common Exceptions
• Exception Handling
  • Try
  • Except
  • Try except else
  • Finally
  • Raising exceptions
  • Assertion

• Basic RE functions
• Patterns
• Meta Characters

• Different types of modules
• Inbuilt modules
  • OS
  • Sys
  • Statistics
  • Math
  • String
  • Random
• Create your own module
• Building Packages

• Virtual Environment Setup

• Flask
• Project Structure
• Routes
• Templates
• Navigations

• Git - Version Control System
• GitHub Profile building
• Manage your work on GitHub

• Heroku Deployment
• Flask Integration

• What is PIP?
• Installation
• PIP Freeze
• Creating Your Own Package
• Upload it on PIP

• SQL and NoSQL
• Connecting to MongoDB URI
• Flask application and MongoDB integration
• CRUD Operations
• Find
• Delete
• Drop

• API (Application Programming Interface)
• Building API
• Structure of an API
• PUT
• POST
• DELETE
• Using Postman

• Statistics
• NumPy basics
• Working with Matrix
• Linear Algebra operations
• Descriptive Statistics

• Data Analysis basics
• Data frame operations
• Working with 2-dimensional data
• Data Cleaning
• Data Grouping

• Matplotlib Basics
• Working with plots
• Plot
• Pie Chart
• Histogram

• Project Building