Algorithm Design Courses and Certifications

Packt

Algorithmic Problem Solving

Master algorithmic problem-solving through hands-on practice with string manipulation, palindrome detection, and Caesar cipher implementation using structured planning and coding phases.

• Coursera
• 6 hours 2 minutes
• Self-Paced
• Paid Course

Coursera

Analyze and Optimize Fusion Algorithms

Master computational complexity analysis and optimization techniques for fusion algorithms in multimodal AI systems to dramatically improve performance and reduce resource usage.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Coursera

Optimize and Benchmark AI Algorithms for Speed

Master AI algorithm benchmarking—analyze complexity, design fair benchmarks, interpret latency, throughput, and memory metrics, and identify bottlenecks for efficient, scalable real-world AI systems.

• Coursera
• 2 hours 3 minutes
• Self-Paced
• Paid Course

Data Structures and Algorithms Design

Dive into the world of algorithm design, data structures, and analysis. Explore key structures like arrays, trees, and graphs, and master algorithmic paradigms including recursion, divide-conquer, and dynamic programming.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Algorithmic Thinking

Discover how to think like a computer scientist by converting mental strategies into algorithms through scheduling puzzles and formal reasoning tools.

• Brilliant
• Self-Paced
• Paid Course

Kunal Kushwaha

Cycle Sort - Interview Questions for Amazon, Google, Microsoft

Master cyclic sort algorithm and solve LeetCode problems from easy to hard, enhancing your skills for top tech company interviews. Comprehensive tutorial with step-by-step explanations and practical coding examples.

• YouTube
• 1 hour 36 minutes
• Self-Paced
• Free Video

javidx9

Optimizing Mandelbrot Fractal Rendering - Brute Force Processing Strategies

Explore strategies to optimize Mandelbrot Fractal rendering, from algorithm improvements to vector co-processing and thread-pools, maximizing CPU performance.

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

Sebastian Lague

Coding Adventure - Making a Stronger Chess Engine

Explore techniques to enhance a chess engine, including move selection, search extensions, bitboards, and optimization, culminating in the creation of a Lichess bot and performance analysis.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Voices in the Code - A Story About People, Their Values, and the Algorithm They Made

Explore the development of a kidney transplant algorithm, examining ethical considerations, public participation, and the challenges of creating fair and transparent high-stakes software systems.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Principles of Computing (Part 2)

16 ratings

Explore computational principles, data structures, recursion, and algorithmic thinking through hands-on Python projects, preparing you for advanced problem-solving in computer science.

• Coursera
• 16 hours
• Self-Paced
• Paid Course

Algorithmic Thinking (Part 1)

15 ratings

Explore algorithmic efficiency and graph theory, implementing key algorithms in Python to analyze real-world data sets. Develop problem-solving skills beyond specific programming languages.

• Coursera
• 12 hours
• Self-Paced
• Paid Course

An Introduction to Logic for Computer Science

10 ratings

Explore propositional logic fundamentals and applications in computer science, enhancing problem-solving skills through hands-on exercises and real-world examples.

• Coursera
• 7 hours 40 minutes
• Self-Paced
• Paid Course

MindYourDecisions

The Bridge and Torch Interview Riddle - Microsoft Technical Interview Question

Master the famous bridge and torch riddle used in Microsoft interviews through step-by-step solutions and strategic approaches to this challenging logic puzzle.

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

Yannic Kilcher

Tree of Thoughts - Deliberate Problem Solving with Large Language Models

Explores Tree-of-Thoughts prompting, enhancing language models' problem-solving abilities through strategic exploration, evaluation, and backtracking across multiple reasoning paths.

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

The Cherno

Nodes and A-Star Costs - Game Programming

Explore A* search algorithm fundamentals, including f-cost, g-cost, h-cost, and nodes. Learn how this pathfinding technique works in game programming.

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