Algorithm Design Courses and Certifications

Advanced Algorithms - COMPSCI 224

3 reviews

Advanced Algorithms COMPSCI 224 for Lectures 1-26 focuses on algorithm analysis, design, and implementations.

• YouTube
• 1 day 11 hours
• On-Demand
• Free Online Course

Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

806 ratings at Coursera

Stanford's 4-week course explores shortest paths, NP-completeness, and strategies for handling computationally intractable problems.

• Coursera
• 13 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Voices in the Code - A Story About People, Their Values, and the Algorithm They Made

Explore Stanford University's seminar on the creation of a life-saving kidney transplant algorithm, involving patients, surgeons, data scientists, and policymakers. Learn about algorithm transparency, public participation, and ethical decision-making.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Online Course

Microcredential

Computer Science Essentials for Software Development

Learn software development essentials with the University of Pennsylvania's 16-week program. Master Java, efficient algorithms, data structures, and JavaScript for web apps.

• edX
• 16 weeks, 6-8 hours a week
• On-Demand
• $596.00
• 4 courses

Advanced Data Structures in Java

1235 ratings at Coursera

Learn to develop, implement, and analyze algorithms for complex data structures like graphs with UC San Diego's 6-week course. Final project: a route planning app.

• Coursera
• 1 day 4 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

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

How to Code: Complex Data

4 reviews

Learn how to design more complex programs, using new data structures, abstraction, and generative recursion.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Dynamic Programming: Applications In Machine Learning and Genomics

Learn how dynamic programming and Hidden Markov Models can be used to compare genetic strings and uncover evolution.

• edX
• 4 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Computational Thinking for K-12 Educators Capstone

Learn to support K-12 students in programming projects with this 4-week capstone course from UC San Diego. Gain skills in interpreting rubrics and overcoming project challenges.

• Coursera
• 11 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

An Introduction to Logic for Computer Science

14 ratings at Coursera

Learn the principles of logic in computer science with this 2-week course by the University of Leeds. Enhance problem-solving abilities and develop critical thinking skills through hands-on exercises.

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

UC San Diego;  Higher School of Economics

Advanced Algorithms and Complexity

683 ratings at Coursera

Explore advanced algorithms and complexity with UC San Diego's 5-week course. Learn about network flows, linear programming, hard problems, and big data processing.

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

Algorithms for Searching, Sorting, and Indexing

335 ratings at Coursera

This course covers basics of algorithm design and analysis, as well as algorithms for sorting arrays, data structures such as priority queues, hash functions, and applications such as Bloom filters.

• Coursera
• 1 day 11 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Big Data Computing with Spark

Learn the theory and gain hands-on experience of big data systems, using Spark as the exemplary platform.

• edX
• 8 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Basic Robotic Behaviors and Odometry

14 ratings at Coursera

Explore autonomous mobile robots with University of Colorado Boulder's 5-week course. Learn about kinematics, sensors, actuators, and experiment with a physics-based simulator, Webots.

• Coursera
• 1 day 3 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Algorithms for Battery Management Systems

Learn to manage battery systems with the University of Colorado's 35-week course. Understand lithium-ion cell behavior, write algorithms for battery health, and balance battery packs.

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