Algorithm Design Courses and Certifications

算法设计与分析

信息时代，算法为王，和我一起进入算法的世界。

• XuetangX
• On-Demand
• Free Online Course

Data Structures and Algorithm Design Part I | 数据结构与算法设计(上)

Learn the basics of data structures and methods to design algorithms and analyze their performance. Understand and master the main routines and methods.

• edX
• 8 weeks, 3-7 hours a week
• On-Demand
• Free Online Course (Audit)

Mastering Parallel programming with CUDA platform

1866 ratings at Udemy

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

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

算法设计与分析

Master the fundamentals of algorithm design through proven strategies, complexity analysis, and problem-solving techniques. Learn to design efficient solutions and optimize code using mathematical tools and computational models.

• XuetangX
• On-Demand
• Free Online Course

算法设计与分析

Master fundamental algorithm design techniques and analysis methods for solving complex computational problems, from divide-and-conquer to dynamic programming and greedy algorithms.

• XuetangX
• On-Demand
• Free Online Course

算法分析与设计

Master essential algorithm design principles and techniques, from complexity analysis to advanced methods like dynamic programming, greedy algorithms, and genetic algorithms with practical case studies.

• XuetangX
• On-Demand
• Free Online Course

算法设计与分析

算法设计与分析课程是计算机科学重要的核心课程，理解算法是成为一名优秀的程序员或计算机科学家的基本要求之一。 学习算法设计与分析可以帮助学习者培养解决问题的能力。

• XuetangX
• On-Demand
• Free Online Course

Algorithms for Searching, Sorting, and Indexing

533 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 8 minutes
• On-Demand
• Paid Course

École normale supérieure

Approximation Algorithms Part I

556 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 12 hours 54 minutes
• On-Demand
• Paid Course

Data Structures and Algorithm Design Part I

Learn the basics of data structures and methods to design algorithms and analyze their performance.

• XuetangX
• On-Demand
• Free Online Course

Data Structures and Algorithm Design Part II

Learn the basics of data structures and methods to design algorithms and analyze their performance.

• XuetangX
• On-Demand
• Free Online Course

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
• Paid Course

Solving LeetCode's Top Interview Questions in Java [2025]

446 ratings at Udemy

Expand your knowledge of problem solving and impress your coding interviewers.

• Udemy
• 15 hours 8 minutes
• On-Demand
• Paid Course

Scratch Programming for Beginners (Updated 2025)

342 ratings at Udemy

Learn Coding with Scratch - Programming for Beginners - Scratch Programming Fundementals

• Udemy
• 5 hours 21 minutes
• On-Demand
• Paid Course