Genetic Algorithms Courses

Design and Analysis of Algorithms

1 review

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

Introduction to Algorithms

1 review

This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.

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

Microcredential

Algorithms

Comprehensive introduction to algorithms, covering key concepts and practical applications. Emphasizes conceptual understanding for technical interviews and professional discussions.

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

Data Structures & Algorithms II: Binary Trees, Heaps, SkipLists and HashMaps

7 reviews

Explore nonlinear data structures like trees, heaps, skiplists, and hashmaps. Learn implementation, operations, and algorithms for efficient data management and retrieval in Java.

• edX
• 5 weeks, 9-10 hours a week
• On-Demand
• Free Online Course (Audit)

Geometric Folding Algorithms: Linkages, Origami, Polyhedra

This course focuses on the algorithms for analyzing and designing geometric foldings. Applications to architecture, robotics, manufacturing, and biology are also covered in this course.

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

Analysis of Algorithms

6 reviews

Explore algorithms through calculus, generating functions, and symbolic methods. Analyze structures like permutations, trees, and strings. Gain quantitative insights into large combinatorial structures.

• Coursera
• 21 hours
• On-Demand
• Free Online Course (Audit)

Diverse Data and Efficient Algorithms for Robot Learning

Explore diverse data collection and efficient algorithms for robot learning, focusing on large-scale approaches and reinforcement learning for deformable object manipulation.

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

Data Structures & Algorithms III: AVL and 2-4 Trees, Divide and Conquer Algorithms

5 reviews

Explore advanced data structures like AVL and 2-4 trees, and dive into sorting algorithms including iterative and divide-and-conquer methods. Gain practical skills in implementing and analyzing efficient algorithms.

• edX
• 5 weeks, 9-10 hours a week
• On-Demand
• Free Online Course (Audit)

Algorithms on Strings

1084 ratings at Coursera

Explore key pattern matching concepts like tries, suffix trees, and Burrows-Wheeler transform. Learn efficient algorithms for text processing, genomic analysis, and information retrieval.

• Coursera
• 18 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Data Structures & Algorithms IV: Pattern Matching, Dijkstra’s, MST, and Dynamic Programming Algorithms

5 ratings at edX

Explore advanced graph algorithms, pattern matching, and dynamic programming techniques. Gain practical skills in implementing efficient solutions for complex computational problems.

• edX
• 5 weeks, 9-10 hours a week
• On-Demand
• Free Online Course (Audit)

Algorithms on Graphs

2259 ratings at Coursera

Explore graph algorithms for optimal routes, network design, and social network analysis. Learn traversal techniques, shortest paths, and minimum spanning trees with real-world applications.

• Coursera
• 2 days 6 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Data Manipulation at Scale: Systems and Algorithms

766 ratings at Coursera

Explore data manipulation at scale, covering systems and algorithms for processing large datasets. Learn about databases, MapReduce, NoSQL, and graph analytics to effectively handle big data challenges.

• Coursera
• 20 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Algorithms and Complexity

692 ratings at Coursera

Explore advanced algorithms for network flows, linear programming, NP-complete problems, and streaming. Learn to solve complex computational challenges and optimize real-world systems efficiently.

• Coursera
• 1 day 3 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Algorithms

5 reviews

Learn how to structure and use algorithms to solve real life problems.

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

NPTEL;  Chennai Mathematical Institute

Design and Analysis of Algorithms

7 reviews

Learn algorithm design and analysis, covering sorting, graphs, dynamic programming, and complexity theory. Gain practical skills in efficient problem-solving and algorithm implementation.

• YouTube
• 15 hours
• On-Demand
• Free Video