Genetic Algorithms Courses

Coursera

Choose Cost-Effective ML Algorithms Fast

Learn to evaluate ML algorithms by resource utilization, benchmark XGBoost vs Random Forest, and select cost-effective models that are efficient, predictable, and production-ready.

• Coursera
• 1 hour 59 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

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

EDUCBA

DNA, Genome and Genetic Disorders

Explore genetics from DNA basics to complex disorders, covering inheritance, gene expression, mutations, and modern genetic technologies with real-world case studies like Huntington's and Down syndrome.

• Coursera
• 5 weeks, 2 hours a week
• Self-Paced
• Paid Course

Core Machine Learning Algorithms and Model Validation

Master core ML algorithms—linear models, SVMs, neural networks, and ensembles—while learning model validation, bias-variance tradeoff, and hyperparameter optimization for building reliable predictive systems.

• Coursera
• 7 weeks, 1 hour a week
• Self-Paced
• Paid Course

Packt

Advanced ML Algorithms & Unsupervised Learning

Master advanced machine learning techniques including Random Forest, SVM, PCA, K-Means clustering, and deep learning fundamentals to build more powerful predictive models and uncover patterns in unlabeled data.

• Coursera
• 8 hours 43 minutes
• Self-Paced
• Paid Course

Packt

Exploratory Data Analysis & Core ML Algorithms

Master exploratory data analysis and core ML algorithms including linear regression, logistic regression, Naive Bayes, and decision trees through hands-on projects and real-world applications.

• Coursera
• 14 hours 5 minutes
• Self-Paced
• Paid Course

Packt

70+ JavaScript Challenges - Data Structures and Algorithms

Master JavaScript data structures and algorithms through 70+ hands-on coding challenges, from basic string manipulations to advanced graph traversals, while improving problem-solving skills and coding efficiency for interviews and real-world applications.

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

2026 Instagram Marketing: Viral Algorithms Plus Ads

Master Instagram algorithms and advertising strategies to grow your audience organically and through paid promotion in under 5 hours of focused training.

• Coursera
• 4 hours 42 minutes
• Self-Paced
• Paid Course

Packt

Advanced Algorithms and Problem-Solving Techniques

Master dynamic programming, greedy algorithms, and bit manipulation to solve complex optimization problems with advanced techniques like memoization and tabulation.

• Coursera
• 14 hours 48 minutes
• Self-Paced
• Paid Course

Packt

Intermediate Algorithms: Graphs, Trees, and Backtracking

Master advanced algorithms through hands-on practice with graphs, trees, and backtracking techniques to solve complex real-world problems and ace technical interviews.

• Coursera
• 14 hours 3 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

Packt Career Certificate

Data Structures Algorithms in Java – SECRETS to Ace LeetCode

Master data structures and algorithms in Java to excel at LeetCode challenges, covering arrays, trees, recursion, and optimization techniques for technical interviews.

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

YouTube Marketing 2026: YouTube SEO & Algorithms

Master YouTube SEO, algorithms, and monetization strategies to build an automated channel that generates millions of views and passive income for your business.

• Coursera
• 10 hours 48 minutes
• Self-Paced
• Paid Course

Packt

Introduction to Procedural Maze Building and Maze Algorithms

Dive into procedural maze generation with Unity 6, mastering algorithms like Drunken Crawl, Prim's, Wilson's, and Depth-First Search for interactive game development.

• Coursera
• 5 hours 19 minutes
• Self-Paced
• Paid Course