Course Curriculum

• 1. Core Python
• 2. Advanced Python
• 3. Data Structures & Algorithms (DSA)
• 4. NumPy
• 5. Pandas
• 6. SciPy
• 7. Matplotlib
• 8. Seaborn
• 9. TensorFlow
• 10. SQL (MySQL)
• 11. NoSQL (MongoDB)
• 12. Artifical Intelligence
• 13. Machine Learning
• 14. 🤖 Learn Smarter with AI Tools like ChatGPT, Gemini & Copilot
• 15. 🚀Sharpen Your Skills with Real-World Coding Practice on HackerRank, LeetCode & CodeChef

1. Core Python

• Python Get Started
• Python Syntax
• Python Comments
• Python Variables
  • Python Variables
  • Variable Names
  • Assign Multiple Values
  • Output Variables
  • Global Variables
• Python Data Types
  • Python Numbers
  • Python Casting
• Python Strings
  • Python Strings
  • Slicing Strings
  • Modify Strings
  • Concatenate Strings
  • Format Strings
  • Escape Characters
  • String Methods
• Python Booleans
• Python Operators
• Python Lists
  • Python Lists
  • Access List Items
  • Change List Items
  • Add List Items
  • Remove List Items
  • Loop Lists
  • List Comprehension
  • Sort Lists
  • Copy Lists
  • Join Lists
  • List Methods
• Python Tuples
  • Python Tuples
  • Access Tuples
  • Update Tuples
  • Unpack Tuples
  • Loop Tuples
  • Join Tuples
  • Tuple Methods
• Python Sets
  • Python Sets
  • Access Set Items
  • Add Set Items
  • Remove Set Items
  • Loop Sets
  • Join Sets
  • Set Methods
• Python Dictionaries
  • Python Dictionaries
  • Access Items
  • Change Items
  • Add Items
  • Remove Items
  • Loop Dictionaries
  • Copy Dictionaries
  • Nested Dictionaries
  • Dictionary Methods
• Python If...Else
• Python While Loops
• Python For Loops
• Python Lambda
• Python Arrays
• Python Scope
• Python Modules

2. Advanced Python

• Python Classes/Objects
• Python Inheritance
• Python Iterators
• Python Dates
• Python Math
• Python JSON
• Python RegEx
• Python PIP
• Python Try...Except
• Python String Formatting
• File Handling
  • Python File Handling
  • Python Read Files
  • Python Write/Create Files
  • Python Delete Files

3. Data Structures & Algorithms (DSA)

• Introduction to DSA
• Time & Space Complexity
• Arrays
  • Introduction to Arrays
  • Array Operations
  • Two-dimensional Arrays
• Linked Lists
  • Singly Linked Lists
  • Doubly Linked Lists
  • Circular Linked Lists
  • Linked List Operations
• Stacks
  • Introduction to Stacks
  • Stack Operations
  • Stack Implementation
• Queues
  • Introduction to Queues
  • Queue Operations
  • Queue Implementation
  • Circular Queues
  • Priority Queues
• Trees
  • Introduction to Trees
  • Binary Trees
  • Binary Search Trees (BST)
  • Tree Traversals
  • AVL Trees
• Graphs
  • Introduction to Graphs
  • Graph Representation (Adjacency Matrix, Adjacency List)
  • Graph Traversals (BFS, DFS)
  • Shortest Path Algorithms
• Hashing
  • Introduction to Hashing
  • Hash Functions
  • Hash Tables & Collision Resolution
• Sorting Algorithms
  • Bubble Sort
  • Selection Sort
  • Insertion Sort
  • Merge Sort
  • Quick Sort
  • Heap Sort
• Searching Algorithms
  • Linear Search
  • Binary Search
• Recursion & Backtracking
  • Introduction to Recursion
  • Recursive Functions
  • Backtracking Algorithms
• Dynamic Programming
  • Introduction to DP
  • Memoization & Tabulation
  • DP Problems
• Greedy Algorithms
• Complexity Analysis & Big-O Notation

4. NumPy

5. Pandas

6. SciPy

7. Matplotlib

8. Seaborn

9. TensorFlow

10. SQL (MySQL)

• MySQL Get Started
• MySQL Create Database
• MySQL Create Table
• MySQL Insert
• MySQL Select
• MySQL Where
• MySQL Order By
• MySQL Delete
• MySQL Drop Table
• MySQL Update
• MySQL Limit
• MySQL Join

11. NoSQL (MongoDB)

• MongoDB Get Started
• MongoDB Create DB
• MongoDB Collection
• MongoDB Insert
• MongoDB Find
• MongoDB Query
• MongoDB Sort
• MongoDB Delete
• MongoDB Drop Collection
• MongoDB Update
• MongoDB Limit

12. Artifical Intelligence

13. Machine Learning

14. SQL (MySQL)

15. NoSQL (MongoDB)