Algorithms Courses and Certifications

Packt

Advanced Problem-Solving Methods and Search Algorithms

Master advanced problem-solving techniques like stacks, sliding window, two pointers, and binary search to optimize algorithmic thinking and ace technical coding interviews.

• Coursera
• 8 hours
• Self-Paced
• Paid Course

Algorithms, Part II

21 ratings

Explore advanced algorithms and data structures, focusing on graph and string processing. Learn efficient Java implementations and analyze their performance for real-world applications.

• Coursera
• 63 hours
• Self-Paced
• Free Online Course

Coding Train

Algorithms and Graphs - Intelligence and Learning - Session 1

Explore algorithms and graph theory through hands-on coding challenges including binary trees, pathfinding, maze generation, and the traveling salesperson problem.

• YouTube
• 4 hours 55 minutes
• Self-Paced
• Free Video

Harvard CS50 – Full Computer Science University Course

1605 ratings

Learn the basics of computer science from Harvard University. This is CS50, an introduction to the intellectual enterprises of computer science and the art of programming.

• freeCodeCamp
• 24 hours
• Self-Paced
• Free Video

Data Structures and Algorithms with Visualizations – Full Course (Java)

2 ratings

Comprehensive Java course on data structures and algorithms with visualizations, covering arrays, linked lists, trees, graphs, sorting, searching, and problem-solving techniques for coding interviews.

• freeCodeCamp
• 23 hours 46 minutes
• Self-Paced
• Free Video

MCS-211 : Design and Analysis of Algorithms

Master algorithm design and analysis through comprehensive coverage of fundamental concepts, from basic complexity analysis to advanced NP-completeness, including practical implementations of various algorithmic techniques.

• Swayam
• 6 weeks
• Self-Paced
• Free Online Course

Design and Analysis of Algorithms with Applications

Explore algorithm design paradigms—divide and conquer, dynamic programming, greedy methods, and more—with real-world applications in weather prediction, image processing, and engineering simulations.

• Swayam
• Available until Oct 9, 2026
• Free Online Course

Second Level Algorithms

Delve into advanced algorithm topics including amortized analysis, network flow, computational geometry, NP-completeness, and randomized algorithms, building on foundational knowledge to tackle complex computational problems.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Algorithms in Python

Explore algorithm design and analysis in Python through natural language processing projects, covering correctness, efficiency, Big-O notation, and hidden runtime costs.

• Brilliant
• Self-Paced
• Paid Course

Master the Pathfinding Algorithms with JavaScript and React

Enhance your JavaScript and React skills, build a portfolio project, and understand the pathfinding algorithms on a deeper level in this project-based course!

• Zero To Mastery
• 2 hours
• Self-Paced
• Paid Course

CS50 2012 - Week 3 Continued: Search Algorithms and Sorting Techniques

Explore efficient search and sorting algorithms, including linear and binary search, bubble sort, selection sort, and merge sort. Learn asymptotic notation for algorithm analysis.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Sundeep Saradhi Kanthety

Design and Analysis of Algorithms

Master algorithmic problem-solving with comprehensive coverage of divide & conquer, dynamic programming, greedy methods, graph algorithms, and backtracking techniques for interviews.

• YouTube
• 1 day 4 hours 21 minutes
• Self-Paced
• Free Video

Keith Galli

College Level Algorithms Explained Simply

Master college-level algorithms through simple explanations of sorting, asymptotic notation, recurrence relations, and dynamic programming with practical examples.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

The Royal Institution

How to Bend the Rules - Algorithms and Data in Modern Life

Hannah Fry explores how data-driven algorithms have permeated our lives, controlling many aspects without our awareness. She delves into the impact of these algorithms on society and human behavior.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Algorithms for Big Data

10 ratings

Explore advanced algorithmic techniques for handling massive datasets, enhancing your ability to process and analyze big data efficiently.

• YouTube
• 1 day 10 hours
• Self-Paced
• Free Video