Algorithms and Data Structures Courses and Certifications

Microcredential

Data Structures and Algorithms

Explore fundamental to advanced data structures and algorithms, enhancing skills in design, implementation, and performance analysis for efficient problem-solving in computer science.

• Coursera
• 26 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Algorithms

5 reviews

Learn how to structure and use algorithms to solve real life problems.

• edX
• 6 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Data Structures Fundamentals

Learn about data structures that are used in computational thinking – both basic and advanced.

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

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
• On-Demand
• 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
• On-Demand
• Free Online Course (Audit)

NP-Complete Problems

Learn about NP-complete problems, known as hard problems that can’t be solved efficiently, and practice solving them using algorithmic techniques.

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

Microcredential

Algorithms and Data Structures

Comprehensive program covering algorithmic techniques, data structures, and their applications in computational problem-solving. Includes hands-on coding challenges and real-world applications in genomics and machine learning.

• edX
• 36 weeks, 8-10 hours a week
• On-Demand
• $1,200.00
• 8 courses

University of Melbourne;  The Chinese University of Hong Kong

Basic Modeling for Discrete Optimization

447 ratings at Coursera

Aprenda a modelar e resolver problemas complexos de otimização discreta usando MiniZinc, uma linguagem de alto nível que utiliza tecnologias avançadas de resolução industrial.

• Coursera
• 1 day 3 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

University of Melbourne;  The Chinese University of Hong Kong

Advanced Modeling for Discrete Optimization

134 ratings at Coursera

Explore advanced discrete optimization techniques, focusing on debugging models, using predicates, and solving complex scheduling and packing problems with state-of-the-art modeling languages and constraint solving software.

• Coursera
• 1 day 22 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

University of Melbourne;  The Chinese University of Hong Kong

Solving Algorithms for Discrete Optimization

42 ratings at Coursera

Explore advanced solving techniques for discrete optimization problems, enhancing modeling skills and solver selection. Learn constraint programming, mixed integer programming, and local search methods.

• Coursera
• 22 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Mastering Data Structures & Algorithms using C and C++

51323 ratings at Udemy

Learn, Analyse and Implement Data Structure using C and C++. Learn Recursion and Sorting.

• Udemy
• 2 days 10 hours 33 minutes
• On-Demand
• Paid Course

Paradigms of Computer Programming – Fundamentals

5 reviews

This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

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

Paradigms of Computer Programming – Abstraction and Concurrency

5 reviews

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises.

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

Data Structures Tutorial Videos

Comprehensive video series covering fundamental data structures and algorithms, including stacks, linked lists, queues, trees, and sorting techniques, with practical implementations in C and Java.

• YouTube
• 10 hours
• On-Demand
• Free Video

Microcredential

Data Structures and Algorithms

Comprehensive exploration of algorithmic concepts through hands-on programming, covering data structures, graph algorithms, string manipulation, and advanced techniques. Emphasizes practical implementation and problem-solving skills.

• Coursera
• 35 weeks, 6 hours a week
• On-Demand
• Paid Course
• 6 courses