Back to All Courses
Data Structures & Algorithms
PREMIUM Advanced

Data Structures & Algorithms

Master the fundamental building blocks of efficient programming. This comprehensive course covers complexity analysis, essential data structures, searching and sorting algorithms, and dynamic programming techniques that form the foundation of computer science and technical interviews.

9 Modules 46 Lessons 45 Challenges ~40 hours

Course Curriculum

1

Complexity Analysis (Big O)

Learn to analyze algorithm efficiency using Big O notation. Understand how code performance scales with input size and make informed decisions about algorithm selection.

5 lessons 5 challenges 4h
2

Arrays and Strings

Master the most fundamental data structures in programming. Learn efficient techniques like Two Pointers and Sliding Window that appear constantly in coding interviews.

5 lessons 5 challenges 5h
3

Linked Lists

Understand this dynamic data structure where elements are connected by pointers. Learn to build, traverse, and manipulate chains of nodes efficiently.

5 lessons 5 challenges 5h
4

Stacks and Queues

Learn about LIFO and FIFO data structures. These fundamental structures control data flow in algorithms, from function calls to breadth-first search.

5 lessons 5 challenges 4h
5

Hash Tables

Master hash tables, one of the most important data structures in computer science. Learn how dictionaries work under the hood, handle collisions, and solve real-world problems efficiently.

5 lessons 5 challenges 5h
6

Trees

Master tree data structures - the hierarchical foundation of file systems, databases, and countless algorithms. Learn binary trees, BSTs, and tree traversals.

5 lessons 5 challenges 5h
7

Searching Algorithms

Stop looking at every item. Learn to find data efficiently using Binary Search and its powerful variations that appear constantly in coding interviews.

5 lessons 5 challenges 4h
8

Sorting Algorithms

Transform chaos into order. Learn fundamental sorting techniques from simple bubble sort to efficient merge sort, and understand when to use each algorithm.

6 lessons 5 challenges 5h
9

Recursion and Dynamic Programming

Master recursive thinking and dynamic programming techniques to solve complex problems efficiently

5 lessons 5 challenges 5h

Ready to Master Data Structures & Algorithms?

Join thousands of learners and start your Python journey today.

Create Free Account
Start Learning