Data Structure and Algorithm with Interview Questions - Comprehensive Python Guide

Dive into a comprehensive 9-hour video tutorial on Data Structures and Algorithms (DSA) with a focus on interview preparation. Master essential data structures like arrays, linked lists, and trees, and explore crucial algorithms for sorting and searching. Gain insights into algorithm efficiency and understand their real-world applications. Discover Python's role in Generative AI, including chatbot and art generator development. Sharpen your coding skills with practical challenges and interview tips. Cover topics ranging from basic data structures to advanced concepts like dynamic programming and greedy algorithms. Learn how to implement a Flask ChatGPT app and tackle DSA-related interview questions. By the end, you'll have a solid foundation in DSA, boosting your confidence for technical interviews and enhancing your overall programming capabilities.

Syllabus

- Introduction
- Introduction to Data Structure
- In-built Data Structures in Python
- Arrays in Python
- Stack in Python
- Queue Data Structure
- Linked List in Python
- Doubly Linked List in Python
- Binary Tree Data Structure
- Binary Search Tree in Python
- Graphs in Python
- Hash Tables in Python
- Introduction to Algorithms
- Searching Algorithms in Python
- Sorting Algorithms in Python
- Divide and Conquer Algorithms - Merge Sort
- Greedy Algorithms - Prims Minimal Spanning Tree
- Dynamic Programming - Tower of Hanoi
- Python for Generative AI
- Flask ChatGPT App
- Python Data Structure-related Interview Questions
- Summary