Algorithm Design Courses and Certifications

An Introduction to Logic for Computer Science

5 reviews

Explore propositional logic fundamentals and applications in computer science, enhancing problem-solving skills through hands-on exercises and real-world examples.

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

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

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

Prepare K-12 educators to guide students through the AP Computer Science Principles Create Task, focusing on algorithm design, abstraction, and project management skills.

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

UC San Diego;  Higher School of Economics

Advanced Algorithms and Complexity

688 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 for Searching, Sorting, and Indexing

354 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

22 ratings at Coursera

Explore autonomous mobile robots through hands-on exercises in Webots simulator. Learn reactive behaviors, state machines, and forward kinematics for non-holonomic systems, emphasizing the physical system's impact on algorithm design.

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

Microcredential

Algorithms for Battery Management Systems

Master battery management systems: learn cell modeling, state estimation, and pack balancing algorithms for lithium-ion batteries. Gain skills for efficient energy storage and power delivery in various applications.

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

École normale supérieure

Approximation Algorithms Part I

547 ratings at Coursera

Explore approximation algorithms for NP-hard problems using linear programming and randomized rounding techniques. Learn to design efficient solutions with provable guarantees for combinatorial optimization challenges.

• Coursera
• 1 day 11 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

Intro to Algorithms

6 reviews

This class will give you an introduction to the design and analysis of algorithms, enabling you to analyze networks and discover how individuals are connected.

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

Programming for Data Science

5 ratings at edX

Learn how to apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.

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

ChatGPT Complete Course - Prompt Engineering for ChatGPT

9518 ratings at Udemy

ChatGPT, ChatGPT App Store, Prompt Engineering in ChatGPT, AI Prompt Engineering, Learn Prompt Design and Generative AI

• Udemy
• 5 hours 17 minutes
• On-Demand
• Paid Course

CUDA programming Masterclass with C++

1616 ratings at Udemy

Learn parallel programming on GPU's with CUDA from basic concepts to advance algorithm implementations.

• Udemy
• 10 hours 48 minutes
• On-Demand
• Paid Course

École normale supérieure

Approximation Algorithms Part II

44 ratings at Coursera

Explore advanced approximation algorithms using linear programming duality and semidefinite programming for combinatorial optimization problems like Steiner forest, facility location, and maximum cut.

• Coursera
• 1 day 8 hours 30 minutes
• On-Demand
• Free Online Course (Audit)