Algorithms Courses and Certifications

Computability, Complexity & Algorithms

1 rating

Learn tools and techniques that will help you recognize when problems you encounter are intractable and when there an efficient solution.

• Udacity
• 15 hours
• Self-Paced
• Free Online Course

Career Certificate

Mastering Algorithms and Data Structures in JavaScript

943 ratings at CodeSignal

Learn to choose optimal algorithms and data structures in JavaScript, with coverage of hashing, sorting, searching, stacks, queues, and linked lists.

• CodeSignal
• 9 hours
• Self-Paced
• Free Certificate
• 4 courses

Dancing Cells - Efficient Data Structures for Combinatorial Problem Solving

Explore efficient data structures for combinatorial problem-solving with Dr. Don Knuth's lecture on "Dancing Cells," an evolution of the "Dancing Links" concept, offering improved performance in algorithmic exploration.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Telusko

Data Structures and Algorithms in Java - 2024

6 ratings

Master data structures and algorithms in Java through comprehensive coverage of fundamental concepts, sorting techniques, and advanced data structures.

• YouTube
• 4 hours 54 minutes
• Self-Paced
• Free Video

The Royal Institution

Should Computers Run the World? - With Hannah Fry

An accessible examination of how algorithms shape decisions, where they outperform humans, and what can go wrong when they are used in healthcare, transport, finance, and security.

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

Kunal Kushwaha

Bitwise Operators and Number Systems - Maths for DSA

Learn how binary representation and bitwise operators combine to solve programming interview problems.

• YouTube
• 2 hours 17 minutes
• Self-Paced
• Free Video

Career Certificate

Learn Data Structures and Algorithms 2 in Python

144 ratings at Boot.dev

Implement Dijkstra's, Bellman-Ford, A* search and heaps in Python, then solve N Queens, edit distance and linear programming optimization problems.

• Boot.dev
• 22 hours
• Self-Paced
• Paid Course

5 Minutes Engineering

Design and Analysis of Algorithms - Complete Course in Hindi

Comprehensive Hindi explanation of Design and Analysis of Algorithms, covering key topics from searching to hashing, with free downloadable notes for in-depth understanding.

• YouTube
• 6 hours 20 minutes
• Self-Paced
• Free Video

Graph Algorithms

Learn how to use algorithms to explore graphs, compute shortest distance, min spanning tree, and connected components.

• edX
• 6 weeks, 8-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Graph Algorithms in Genome Sequencing

Learn how graphs are used to assemble millions of pieces of DNA into a contiguous genome and use these genomes to construct a Tree of Life.

• edX
• 3 weeks, 8-10 hours a week
• Self-Paced
• Free Online Course (Audit)

String Processing and Pattern Matching Algorithms

Learn about pattern matching and string processing algorithms and how they apply to interesting applications.

• edX
• 4 weeks, 8-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Introduction to Object-Oriented Programming with Java II: Object-Oriented Programming and Algorithms

16 ratings at edX

Learn the basics of object-oriented programming and algorithms.

• edX
• 6 weeks, 5-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Data Structures & Algorithms Interview Prep

8 ratings at Udacity

Practice five data structures and algorithms interview questions with personalized feedback on code and solutions.

• Udacity
• 2 hours
• Self-Paced
• Free Certificate

Data Structures & Algorithms in Swift

6 ratings at Udacity

Review and practice the skills technical interviewers expect you to know and learn how to explain your Swift solutions.

• Udacity
• 16 hours
• Self-Paced
• Free Online Course

Technical interviews follow a pattern: learn Python lists, stacks, queues, hashing, trees, and graphs, analyze efficiency, and rehearse mock interview answers.

• Udacity
• 4 weeks
• Self-Paced
• Paid Course