Algorithms and Data Structures Courses and Certifications

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
• On-Demand
• Free Online Course

Microcredential

Data Structures and Algorithms

6 reviews

Gain practical experience with 100+ data structures and algorithm exercises, guided by a dedicated mentor to prepare for interviews and real-world programming challenges.

• Udacity
• 2 months 1 week 3 days 1 hour 55 minutes
• On-Demand
• Paid Course

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 weeks
• On-Demand
• Free Online Course

High Performance Computing

This course will give you solid foundations for developing, analyzing, and implementing parallel and locality-efficient algorithms. Offered at Georgia Tech as CS6220

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

Algorithms: Design and Analysis, Part 2

Explore advanced algorithm design techniques like greedy algorithms, dynamic programming, and NP-completeness. Master fundamental concepts through problem sets and programming assignments.

• edX
• 6 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Algorithms: Design and Analysis, Part 1

13 ratings at edX

Explore fundamental algorithms and data structures, mastering concepts like Big-O notation, sorting, searching, and graph primitives to enhance your problem-solving skills and ace technical interviews.

• edX
• 6 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Data Structures and Performance

6 reviews

Explore data structures and algorithms for efficient handling of large datasets. Learn asymptotic analysis, linked lists, trees, and hashtables to improve program performance and flexibility.

• Coursera
• 1 day 17 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Analysis of Algorithms

6 reviews

Explore algorithms through calculus, generating functions, and symbolic methods. Analyze structures like permutations, trees, and strings. Gain quantitative insights into large combinatorial structures.

• Coursera
• 21 hours
• On-Demand
• Free Online Course (Audit)

Intro to Theoretical Computer Science

2 reviews

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

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

Algorithms on Strings

1084 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
• Free Online Course (Audit)

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

Algorithms on Graphs

2259 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
• Free Online Course (Audit)

Introduction to Algorithms (SMA 5503)

2 reviews

This course teaches techniques for the design and analysis of efficient algorithms, emphasizing methods useful in practice.

• MIT OpenCourseWare
• 30 hours
• On-Demand
• Free Video

Programming Languages, Part B

767 ratings at Coursera

Explore functional programming concepts using ML, Racket, and Ruby. Learn language design principles to become a more effective programmer and easily adapt to new languages.

• Coursera
• 16 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Master Python data structures and algorithms, enhance problem-solving skills, and prepare for technical interviews with hands-on practice and mock interviews.

• Udacity
• 4 weeks
• On-Demand
• Paid Course