Computer Science Courses and Certifications

Mathematics for Computer Science

2 ratings

This course covers elementary discrete mathematics for computer science and engineering. It emphasizes mathematical definitions and proofs as well as applicable methods.

• MIT OpenCourseWare
• 33 hours
• Self-Paced
• Free Video

Programming Languages, Part B

789 ratings at Coursera

Program in Racket with delayed evaluation, build data structures in a dynamically typed language, implement an interpreter with function closures, and contrast static with dynamic typing.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

Data Structures & Algorithms II: Binary Trees, Heaps, SkipLists and HashMaps

7 ratings

Become familiar with nonlinear and hierarchical data structures. Study various tree structures: Binary Trees, BSTs and Heaps. Understand tree operations and algorithms. Learn and implement HashMaps th

• edX
• 5 weeks, 9-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Python Data Structures & Algorithms + LEETCODE Exercises

17291 ratings at Udemy

DSA + LEETCODE for Coding Interviews — Clear, Step-by-Step Animated Walkthroughs!

• Udemy
• 10 hours 18 minutes
• Self-Paced
• Paid Course

Career Certificate

Mastering Algorithms and Data Structures in C++

133 ratings at CodeSignal

Learn to choose, implement, and analyze algorithms and data structures for different problems in C++, including hashing, sorting, searching, stacks, queues, and linked lists.

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

Interactive Computer Graphics

7 ratings

Design interactive graphics tools: enhance GUI operations, author 2D drawings and 3D models, craft deformation and animation, support digital fabrication, computer-aided design, and human-robot interaction.

• Coursera
• 7 weeks, 4 hours a week
• Self-Paced
• Paid Course

Ryan O'Donnell

Great Ideas in Theoretical Computer Science - Approximation Algorithms

A case study of approximation algorithms through greedy and 2-approximation methods for Vertex Cover, k-Coverage, Max-Cut, and TSP.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Ruby Central

Computer Science You Might Not Want to Know

A Rails developer weighs when number representations and algorithmic ideas help in everyday work—and when they may not matter.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Devoxx Poland

Ordering the Chaos - Understanding Time in Computer Science

Explore time concepts in computer science, from clock usage to implementation and beyond. Learn to manage chaos in software development through advanced timing techniques.

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

Wolfram

Software Engineering and Computer Science with the Wolfram Compiler

Explore software engineering practices and compiler techniques using the Wolfram Compiler, gaining insights into its internal organization and innovative approaches.

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

NHR@FAU

Neuromorphic Computing from the Computer Science Perspective - Algorithms and Applications

Explore neuromorphic computing from a computer science lens, focusing on spiking neural networks, algorithms, and real-world applications from scientific data analysis to autonomous vehicles.

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

Teacher of Computing

Ultimate A Level Computer Science Podcast - Exploring Processor Architecture and Components - S1E3

Explore von Neumann vs Harvard architectures, CISC vs RISC designs, multi-core processing, and GPU functionality in this A Level Computer Science podcast episode.

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

Data Structures & Algorithms: Coding Interview Masterclass

15890 ratings at Udemy

Master Arrays, Linked Lists, Trees, Graphs, Sorting Algorithms & Big O | Ace Coding Interviews at Top Companies

• Udemy
• 10 hours 45 minutes
• Self-Paced
• Paid Course

CS50's AP® Computer Science Principles

1 rating

This is CS50 AP, Harvard University's introduction to the intellectual enterprises of computer science and the art of programming for students in high school, which satisfies the College Board's new A

• edX
• 36 weeks, 5-6 hours a week
• Self-Paced
• Free Certificate

• Best of All Time

Java Data Structures & Algorithms + LEETCODE Exercises

14680 ratings at Udemy

DSA + LEETCODE for Coding Interviews — Clear, Step-by-Step Animated Walkthroughs!

• Udemy
• 11 hours 7 minutes
• Self-Paced
• Paid Course