Algorithm Optimization Courses and Certifications

Advanced Algorithms for AI Applications​

Master AI algorithms, optimization, and problem-solving using Python for real-world applications.

• OpenLearning
• 10 hours
• Self-Paced
• Paid Course

Proficiency in Maps, Two Pointers, and Scala Algorithms

Master Map optimization, Set operations, and two-pointer techniques in Scala through hands-on algorithm challenges and data structure problem-solving strategies.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Maximizing Problem-Solving Efficiency in Scala

Unlock advanced Scala problem-solving with brute-force optimization, combinatorial techniques, heaps, and sorted collections for efficient algorithmic solutions.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Combinatorial Problems and Ant Colony Optimization Algorithm

494 ratings at Udemy

Let's learn Artificial Intelligence search methods: optimization, exact algorithms, heuristics, and metaheuristics

• Udemy
• 4 hours 58 minutes
• Self-Paced
• Paid Course

Machine Learning Optimization Using Genetic Algorithm

377 ratings at Udemy

Learn how to optimize Machine Learning algorithms' performances and apply feature selection using Genetic Algorithm

• Udemy
• 6 hours 33 minutes
• Self-Paced
• Paid Course

Machine Learning with Javascript

3498 ratings at Udemy

Master Machine Learning from scratch using Javascript and TensorflowJS with hands-on projects.

• Udemy
• 17 hours 41 minutes
• Self-Paced
• Paid Course

LAFF-On Programming for High Performance

Learn to squeeze high performance out of modern CPUs.

• edX
• 5 weeks, 4-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Coursera

TikTok Content Creator Pro

203 ratings at Coursera

Master TikTok content creation, algorithm optimization, and monetization strategies to build a profitable creator business from zero to viral success.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 15 courses

Python Developer | Complete course

1300 ratings at Udemy

Learn programming by starting from zero, and create powerful projects with Python : Web, Mobile, Games, Desktop

• Udemy
• 1 day 3 hours 27 minutes
• Self-Paced
• Paid Course

Arm Education

Getting Started with Machine Learning at the Edge on Arm

Learn to implement machine learning on Arm-based microcontrollers, covering AI basics, datasets, neural networks, and computer vision. Gain practical skills in deploying ML applications for speech recognition and image processing.

• Coursera
• 9 hours 47 minutes
• Self-Paced
• Paid Course

Coursera

Agentic AI Development & Security

Master the complete lifecycle of building secure, scalable AI agent systems with hands-on architecture design, optimization, testing frameworks, and ethical implementation practices.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 10 courses

Coursera

Instagram Analytics: Optimize Performance

Master Instagram's analytics tools to track performance, understand key metrics across Feed, Stories, and Reels, and refine your content strategy for optimal growth and engagement.

• Coursera
• 49 minutes
• Self-Paced
• Paid Course

Coursera

Optimize Agentic AI: Algorithms for Peak Performance

Master sophisticated planning algorithms and computational efficiency analysis to build fast, scalable agentic AI systems that perform optimally in real-world applications.

• Coursera
• 2 hours 49 minutes
• Self-Paced
• Paid Course

Packt

Sorting Algorithms, Complexity Analysis, and Optimization

Master sorting algorithms from basic to advanced, analyze time/space complexity, and solve optimization problems with hands-on examples and mathematical foundations.

• Coursera
• 9 hours 53 minutes
• Self-Paced
• Paid Course

Stuff Made Here

World's Hardest Jigsaw vs. Puzzle Machine - All White

Watch a puzzle machine tackle the world's hardest jigsaw—an all-white puzzle. Explore image processing, mathematical algorithms, and innovative engineering solutions in this challenging project.

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