Algorithms and Data Structures Courses and Certifications

Intro to Algorithms

6 reviews

This class will give you an introduction to the design and analysis of algorithms, enabling you to analyze networks and discover how individuals are connected.

• Udacity
• 16 hours
• On-Demand
• Free Online Course

Introduction to Graduate Algorithms

1 review

Learn advanced techniques for designing algorithms and apply them to hard computational problems.

• Udacity
• 20 hours
• On-Demand
• Free Online Course

Computability, Complexity & Algorithms

1 review

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

• Udacity
• 15 hours
• On-Demand
• Free Online Course

Simple Snippets

What Is Big O Notation and Time Complexity of Algorithms - Algorithm Analysis in Data Structures

Comprehensive tutorial on Big O notation, time complexity, and algorithm analysis in data structures. Covers key concepts, practical examples, and calculation methods.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Graph Search, Shortest Paths, and Data Structures

1997 ratings at Coursera

Explore data structures, graph algorithms, and their applications in computer science, from search techniques to social network analysis.

• Coursera
• 13 hours 32 minutes
• On-Demand
• Paid Course

Algorithms on Graphs

2272 ratings at Coursera

Explore graph algorithms for optimal routes, network design, and social network analysis. Learn traversal techniques, shortest paths, and minimum spanning trees with real-world applications.

• Coursera
• 2 days 6 hours 37 minutes
• On-Demand
• Paid Course

Algorithmic Thinking (Part 2)

9 reviews

Develop advanced algorithmic skills through divide-and-conquer and dynamic programming techniques. Implement algorithms in Python to analyze real-world datasets, enhancing problem-solving abilities across computational domains.

• Coursera
• 12 hours
• On-Demand
• Paid Course

Data Structures: An Active Learning Approach

5 reviews

Learn about high-performance data structures and supporting algorithms, as well as the fundamentals of theoretical time complexity analysis through an interactive online text.

• edX
• 10 weeks, 6-7 hours a week
• On-Demand
• Free Online Course (Audit)

Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

1276 ratings at Coursera

The primary topics in this part of the specialization are: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal search trees).

• Coursera
• 14 hours 41 minutes
• On-Demand
• Paid Course

Object-Oriented Data Structures in C++

3037 ratings at Coursera

Learn to code in C++, set up a development environment, and implement data structures as classes. Master memory management and engineer software solutions.

• Coursera
• 21 hours 18 minutes
• On-Demand
• Paid Course

Algorithms on Strings

1090 ratings at Coursera

Explore key pattern matching concepts like tries, suffix trees, and Burrows-Wheeler transform. Learn efficient algorithms for text processing, genomic analysis, and information retrieval.

• Coursera
• 18 hours 49 minutes
• On-Demand
• Paid Course

Learn the skills technical interviewers expect you to know—efficiency, common algorithms, manipulating popular data structures, and how to explain a solution.

• Udacity
• 4 weeks
• On-Demand
• Free Online Course

Intro to Theoretical Computer Science

3 ratings at Udacity

Learn the basic concepts in theoretical computer science. Discover what they imply for solving tough computational challenges.

• Udacity
• 13 hours
• On-Demand
• Free Online Course

Simons Institute

Introduction to Data Structures and Optimization for Fast Algorithms

Explore essential data structures and optimization techniques for designing efficient algorithms, enhancing problem-solving skills in computer science and software engineering.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

How to Code: Complex Data

5 reviews

Learn how to design more complex programs, using new data structures, abstraction, and generative recursion.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)