Algorithms Courses and Certifications

Microcredential

Four-Week Coding Interview Prep in Java

232 ratings at CodeSignal

Master coding interview fundamentals through hands-on Java practice, from basic string operations to advanced algorithms like dynamic programming, data structures, and graph theory.

• CodeSignal
• 12 hours
• On-Demand
• Free Certificate
• 4 courses

Microcredential

Fundamental Coding Interview Preparation with C++

216 ratings at CodeSignal

Master C++ programming fundamentals, data structures, and algorithms while developing problem-solving skills needed for technical interviews at leading tech companies through hands-on practice and real-world applications.

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

Introduction to Graph Theory

1061 ratings at Coursera

Explore graph theory's applications in GPS, circuits, genomes, and more. Learn about cycles, trees, colorings, and flows. Implement algorithms for optimal assignments and network analysis.

• Coursera
• 21 hours 20 minutes
• On-Demand
• Paid Course

CS50's Introduction to Computer Science

An introduction to the intellectual enterprises of computer science and the art of programming.

• edX
• 12 weeks, 6-18 hours a week
• On-Demand
• Free Online Course (Audit)

Intelligent Agents and Search Algorithms

Explore intelligent agent architectures and master search algorithms including A*, minimax, and heuristic optimization for AI problem-solving and decision-making systems.

• Coursera
• 12 hours 19 minutes
• On-Demand
• Paid Course

Quantum Error Correction and Algorithms

Learn about quantum algorithms and the principles of quantum error correction for fault-tolerant quantum computing, through full-stack overview covering both quantum hardware and software.

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

Bio-inspired Artificial Intelligence Algorithms

190 ratings at Udemy

Genetic algorithm, differential evolution, neural networks, clonal selection, particle swarm, ant colony optimization

• Udemy
• 8 hours 24 minutes
• On-Demand
• Paid Course

Optimization: principles and algorithms - Linear optimization

Introduction to linear optimization, duality and the simplex algorithm.

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

Optimization: principles and algorithms - Unconstrained nonlinear optimization

Introduction to unconstrained nonlinear optimization, Newton’s algorithms and descent methods.

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

Optimization: principles and algorithms - Network and discrete optimization

Introduction to network optimization and discrete optimization

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

NPTEL;  IIT Bombay

Design & Analysis of Algorithms

2 reviews

Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

Design and Analysis of Algorithms

2 reviews

Comprehensive exploration of advanced algorithm design and analysis, covering diverse topics from interval scheduling to cryptography and distributed systems.

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

Microcredential

Advanced Coding Interview Preparation with C++

157 ratings at CodeSignal

Master advanced C++ programming through intensive practice with complex algorithms, data structures, and problem-solving techniques. Focus on hashmaps, multidimensional arrays, and efficient task decomposition.

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

Game Theory Algorithms in Competitive Programming

153 ratings at Udemy

Dive deep into game theory algorithms, learn & apply these techniques for Codeforces & Competitive Programming problems!

• Udemy
• 7 hours 59 minutes
• On-Demand
• Paid Course

Optimization with Genetic Algorithms: Hands-on Python

150 ratings at Udemy

Learn how to implement genetic algorithm from scratch to solve real world optimization problems

• Udemy
• 4 hours 36 minutes
• On-Demand
• Paid Course