Intro to Data Structures and Algorithms

A comprehensive introduction to data structures and algorithms, covering fundamental concepts, analysis techniques, and practical implementations for efficient problem-solving.

Fundamentals of Data Structures and Algorithms

Unit 1: Introduction to Data Structures

Unit 2: Introduction to Algorithms

Unit 3: Time Complexity and Big O Notation

Unit 4: Arrays

Unit 5: Linked Lists

Unit 6: Stacks and Queues

Essential Data Structures: Implementation and Analysis

Unit 1: Arrays: Fundamentals and Operations

Unit 2: Linked Lists: Structure and Implementation

Unit 3: Stacks and Queues: LIFO and FIFO

Unit 4: Recursion: Core Concepts and Applications

Trees, Graphs, and Hash Tables

Unit 1: Introduction to Trees

Unit 2: Tree Traversal Algorithms

Unit 3: Introduction to Graphs

Unit 4: Hash Tables

Sorting and Searching Algorithms

Unit 1: Introduction to Sorting Algorithms

Unit 2: Basic Sorting Algorithms

Unit 3: Advanced Sorting Algorithms

Unit 4: Searching Algorithms

Advanced Topics and Applications

Unit 1: Dynamic Programming Fundamentals

Unit 2: Cutting-Edge Trends

Unit 3: ML for Algorithm Optimization