Genetic Algorithms Courses

Fractal Analytics

Advanced Machine Learning Algorithms

12 ratings at Coursera

Explore advanced machine learning algorithms, from regularization to ensemble methods. Master feature engineering, hyperparameter tuning, and model selection for enhanced predictive accuracy and real-world applications.

• Coursera
• 20 hours 43 minutes
• On-Demand
• Paid Course

Whizlabs

ML Algorithms

11 ratings at Coursera

Deep dive into machine learning algorithms, covering regression, classification, clustering, image and text analysis, reinforcement learning, and forecasting. Gain theoretical knowledge and hands-on experience for AWS ML certification.

• Coursera
• 4 hours 45 minutes
• On-Demand
• Paid Course

Explore fundamental algorithms and data structures in Swift, covering asymptotic notation, recursion, nodes, linked lists, queues, stacks, and hash tables through interactive lessons and quizzes.

• Codecademy
• 5 hours
• On-Demand
• Free Trial Available

Learn Advanced Algorithms with Python: String Searching Algorithms

12 ratings at Codecademy

Explore advanced string searching techniques in Python, including Rabin-Karp and Knuth-Morris-Pratt algorithms. Enhance coding skills and optimize string search efficiency.

• Codecademy
• 3 hours
• On-Demand
• Free Trial Available

Packt Microcredential

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 a week
• On-Demand
• Paid Course
• 3 courses

Learn data structures and algorithms for interviews

7 ratings at Udemy

Clear coding rounds with this comprehensive data structures and algorithms course suited for beginners

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

Coursera Microcredential

Vector DB Foundations, Embeddings & Search Algorithms

Master vector databases, embeddings, and semantic search algorithms to build advanced retrieval systems and multimodal search applications with hands-on Python projects.

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

Optimization Algorithms: Theory and Software Implementation

Master optimization algorithms through hands-on Python implementation, covering line search, descent methods, Newton's techniques, and constrained optimization, with practical applications in machine learning and econometrics.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Forest-tree genetic engineering

Master the principles, techniques, and applications of forest-tree genetic engineering, from basic concepts to advanced methods like CRISPR, RNA interference, and transgenic plant development.

• XuetangX
• On-Demand
• Free Online Course

IIT Kharagpur;  NPTEL

Selected Topics in Algorithms

Advanced algorithm design techniques for efficient problem-solving in computer science. Covers network flows, randomization, approximation algorithms, and parameterized algorithms for various applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

The Aspen Institute

The Genetic Revolution: Consequences, Ethics, and Public Trust

Explore ethical implications of genetic technologies, addressing public trust, scientific collaboration, and responsible innovation in shaping the future of genetic engineering and its societal impact.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

The Aspen Institute

The Odds of Injury - Genetic Testing in Sports

Explore how DNA sequencing and genetic markers can predict sports injuries, discussing implications for athlete health, performance, and privacy in elite and non-elite sports.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Joint Mathematics Meetings

Emergent Phenomena in Random Structures and Algorithms

Explore emergent phenomena in random structures and algorithms, focusing on mathematical insights and applications in complex systems and computational methods.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

Stochastic Primal Dual Splitting Algorithms for Convex and Nonconvex Composite Optimization in Imaging

Explore stochastic primal dual splitting algorithms for convex and nonconvex composite optimization in imaging, focusing on SPDFP and SVRG-PDFP methods and their applications.

• YouTube
• 49 minutes
• On-Demand
• Free Video

AGU

Development of Algorithms for Tsunami Detection by High Frequency Radar - Mediterranean Sea Case Studies

Explores algorithms for tsunami detection using High Frequency Radar, based on Mediterranean Sea simulations. Covers traditional systems, physics, detection methods, and new correlation-based algorithms.

• YouTube
• 20 minutes
• On-Demand
• Free Video