Genetic Algorithms Courses

Unethical Algorithms of Massive Scale

Explore the impact of unethical algorithms on human decision-making in this Stanford University seminar. Learn about online manipulation, biased search rankings, and methods to identify unethical algorithms.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Online Course

Introduction to Algorithms

2 reviews

This course teaches techniques for the design and analysis of efficient algorithms, emphasizing methods useful in practice.

• MIT OpenCourseWare
• 30 hours
• On-Demand
• Free Online Course

Design and Analysis of Algorithms

1 review

R1. Matrix Multiplication and the Master Theorem. R2. 2-3 Trees and B-Trees. R3. Amortization: Amortized Analysis. R4. Randomization: Universal & Perfect Hashing. R5. Dynamic Programming. Augmentation: Range Trees.

• MIT OpenCourseWare
• 39 hours
• On-Demand
• Free Online Course

Introduction to Algorithms (Fall 2011)

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 Online Course

Microcredential

Algorithms

Stanford University's 17-week course on Algorithms, requiring 4 hours per week, provides a rigorous introduction to algorithms, preparing learners for technical interviews and discussions with programmers and computer scientists.

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

Data Structures and Algorithms in Python - Full Course for Beginners

13 reviews

A beginner-friendly introduction to common data structures (linked lists, stacks, queues, graphs) and algorithms (search, sorting, recursion, dynamic programming) in Python. This course will help you prepare for coding interviews and assessments.

• freeCodeCamp
• 13 hours
• On-Demand
• Free Online Course

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

7 reviews

Explore advanced data structures and algorithms with Georgia Tech's 5-week course. Learn about binary trees, heaps, skip lists, and hashmaps, with a focus on Java programming and time complexity.

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

Geometric Folding Algorithms: Linkages, Origami, Polyhedra (Fall 2012)

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 Online Course

Analysis of Algorithms

6 reviews

Learn precise quantitative predictions of combinatorial structures, generating functions, and real asymptotics in this 9-week course from Princeton University. No certificate offered.

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

Diverse Data and Efficient Algorithms for Robot Learning

Explore efficient algorithms and diverse data for robot learning in this MIT seminar. Delve into large-scale data collection, reinforcement learning, and deformable object manipulation.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

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

5 reviews

Explore advanced data structures and algorithms with Georgia Tech's 5-week course. Learn about AVL and 2-4 trees, iterative and divide & conquer sorting algorithms, with a focus on Java.

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

Data Manipulation at Scale: Systems and Algorithms

764 ratings at Coursera

Explore data manipulation at scale with the University of Washington's 4-week course. Learn about cloud computing, SQL/NoSQL databases, MapReduce, Spark, and data science project structuring.

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

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

3 reviews

Explore advanced data structures and algorithms with Georgia Tech's 5-week course. Learn graph algorithms, dynamic programming, pattern matching, and Java principles. Requires 9-10 hours weekly.

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

Algorithms

5 reviews

Learn to create and understand algorithms with this 6-week course from IIT Bombay, covering sorting, searching, numerical, string, geometric, and graph algorithms.

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

UC San Diego;  Higher School of Economics

Algorithms on Strings

1067 ratings at Coursera

Explore string algorithms used in search engines and personalized medicine with this 4-week course from the University of California, San Diego. Learn about tries, suffix trees, and more.

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