Algorithms Courses and Certifications

JSConf

Algorithms and Their Habitat

Explore efficient algorithms and data structures for web app performance optimization. Learn to apply academic knowledge to solve real-world development challenges.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

JSConf

The Algorithms of CSS

Explore the intersection of CSS and computer science algorithms, challenging the notion that CSS isn't a 'real' programming language and revealing its algorithmic nature.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

Gopher Academy

Binary Search Tree Algorithms

Demystifying binary search tree algorithms using Go's simplicity. Learn to create, test, and benchmark algorithms while focusing on concepts rather than code complexities.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

CppNow

Algorithms from a Compiler Developer's Toolbox

Explore foundational algorithms in modern optimizing compilers, focusing on chains of recurrences and value numbering. Gain insights into compiler capabilities and implementation techniques with practical examples.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Conference Talk

Microcredential

Introductory C Programming

7435 ratings at Coursera

Develop strong programming fundamentals in C, covering algorithms, code implementation, pointers, arrays, recursion, system interaction, and memory management for a career in software development.

• Coursera
• 20 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Microcredential

Advanced Coding Interview Preparation with JavaScript

360 ratings at CodeSignal

Master advanced JavaScript coding with in-depth coverage of algorithms, data structures, and problem-solving techniques - from multidimensional arrays to Map/Set implementations and efficient task decomposition.

• CodeSignal
• 18 hours
• On-Demand
• Free Certificate
• 5 courses

Mathematical Thinking in Computer Science

2282 ratings at Coursera

Develop critical thinking skills for computer science through induction, recursion, logic, and invariants. Solve interactive puzzles to grasp key concepts in algorithms, data science, and machine learning.

• Coursera
• 1 day 17 hours 45 minutes
• On-Demand
• Paid Course

Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

829 ratings at Coursera

Explore advanced graph algorithms, NP-completeness, and strategies for tackling computationally intractable problems. Learn Bellman-Ford, Floyd-Warshall, and heuristic approaches for complex algorithmic challenges.

• Coursera
• 13 hours 27 minutes
• On-Demand
• Paid Course

Advanced Data Structures, RSA and Quantum Algorithms

60 ratings at Coursera

Explore number-theory cryptography, quantum algorithms, and advanced data structures. Learn RSA, Grover's search, Shor's algorithm, B-Trees, and Tries for practical applications in computer science.

• Coursera
• 1 day 20 hours 46 minutes
• On-Demand
• Paid Course

Approximation Algorithms and Linear Programming

57 ratings at Coursera

Explore linear and integer programming for optimal solutions in resource allocation, scheduling, and task assignment. Learn approximation algorithms for NP-hard problems with guaranteed performance bounds.

• Coursera
• 1 day 22 hours 18 minutes
• On-Demand
• Paid Course

Operations Research (2): Optimization Algorithms

158 ratings at Coursera

Explore optimization algorithms for linear, integer, and nonlinear programs. Learn efficient methods like simplex, branch-and-bound, gradient descent, and Newton's method. Apply concepts to real-world business cases.

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

Algorithms for Job Interviews and Competitive Programming

283 ratings at Udemy

Quickly understand the most important Algorithms and learn how to use them to solve real Programming Problems.

• Udemy
• 1 hour 28 minutes
• On-Demand
• Paid Course

Architecture, Algorithms, and Protocols of a Quantum Computer and Quantum Internet

8 ratings at edX

Learn how a quantum computer can be operated: you will go through the basics of quantum algorithms, quantum error-correction, micro-architectures, compilers, and programming languages for quantum computing, and protocols for the quantum internet.

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

The Ultimate Beginners Guide to Genetic Algorithms in Python

259 ratings at Udemy

Implement genetic algorithms from scratch to solve real world problems!

• Udemy
• 4 hours 52 minutes
• On-Demand
• Paid Course

Mastering Computational Geometry Algorithms with C++

234 ratings at Udemy

Zero to Hero guide to Computational geometry algorithm in C++.

• Udemy
• 11 hours 48 minutes
• On-Demand
• Paid Course