Algorithm Design Courses and Certifications

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
• Self-Paced
• Free Online Course

算法设计与分析

掌握算法设计核心范式，包括分治、动态规划、贪心及图算法，培养系统化算法思维，提升解决实际问题与技术面试的能力。

• XuetangX
• Self-Paced
• 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
• Self-Paced
• Free Online Course

Algorithms for Searching, Sorting, and Indexing

541 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
• Self-Paced
• Paid Course

École normale supérieure

Approximation Algorithms Part I

558 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Online Course

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
• Self-Paced
• Paid Course

Dynamic Programming, Greedy Algorithms

267 ratings at Coursera

Explore algorithm design techniques like divide-and-conquer, dynamic programming, and greedy algorithms. Learn about intractability and optimization problem-solving using linear/integer programming solvers.

• Coursera
• 1 day 14 hours 15 minutes
• Self-Paced
• Paid Course

Intro to Algorithms

6 ratings

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 hours
• Self-Paced
• Free Online Course

Basic Robotic Behaviors and Odometry

63 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 4 hours 18 minutes
• Self-Paced
• Paid Course

NPTEL;  IIT Bombay

Design & Analysis of Algorithms

2 ratings

Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

Design and Analysis of Algorithms

2 ratings

Comprehensive exploration of advanced algorithm design and analysis, covering diverse topics from interval scheduling to cryptography and distributed systems.

• MIT OpenCourseWare
• 39 hours
• Self-Paced
• Free Video

Mastering Parallel programming with CUDA platform

1870 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
• Self-Paced
• Paid Course

École normale supérieure

Approximation Algorithms Part II

47 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 11 hours 30 minutes
• Self-Paced
• Paid Course