Algorithms Courses

Computing in Python IV: Objects & Algorithms

91 reviews

Learn about recursion, search and sort algorithms, and object-oriented programming in Python.

• edX
• 9-10 hours a week, 5 weeks long
• 1st Jan, 2023
• Free Online Course (Audit)

Algorithms, Part I

59 reviews

This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers elementary data struct…

• Coursera
• 54 hours worth of material, 6 weeks long
• 2 weeks from now (24th Oct)
• Free Online Course (Audit)

• Best of All Time

Algorithms, Part II

21 reviews

This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers elementary data struct…

• Coursera
• 63 hours worth of material, 6 weeks long
• 1 week from now (17th Oct)
• Free Online Course (Audit)

Divide and Conquer, Sorting and Searching, and Randomized Algorithms

68 reviews

The primary topics in this part of the specialization are: asymptotic ("Big-oh") notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and randomized algorithms (QuickSort, contraction algor…

• Coursera
• 17 hours worth of material, 4 weeks long
• 3rd Oct, 2022
• Free Online Course (Audit)

• Best of All Time

Computer Science: Algorithms, Theory, and Machines

351 ratings at Coursera

This course introduces the broader discipline of computer science to people having basic familiarity with Java programming. It covers the second half of our book Computer Science: An Interdisciplinary Approach (the first half is covered in our Coursera…

• Coursera
• 20 hours worth of material, 10 weeks long
• 4 days from now (10th Oct)
• Free Online Course (Audit)

Algorithms: Design and Analysis, Part 1

Welcome to the self paced course, Algorithms: Design and Analysis! Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This specialization is an introduction to algorithms for…

• edX
• 2-4 hours a week, 6 weeks long
• Self paced
• Free Online Course (Audit)

CUHK;  University of Melbourne

离散优化算法篇 Solving Algorithms for Discrete Optimization

优化是决策的一般形式，在我们的社会中很常见。它的应用包括从求解数独谜题到婚礼上的座次安排。同样的技术可以调度航班和机组成员，协调钢铁生产，组织铁矿从矿井到港口的运输。人力资源和材料管理上好的决策可以令企业提升上百万的盈利。同样的问题很多也在我们日常生活出现，成为决定每天送货路线，决定学校时间表，传输电力到家里等种种问题的一部分。除了它们的重要性，这些问题如果用传统的本科计算机科学方法难以求解。 这门课程为已经完成离散优化高阶篇的同学设计。 请看这门课程的宣传视频：http://www.cpr.cuh…

• Coursera
• 28 hours worth of material, 4 weeks long
• 4 days from now (10th Oct)
• Free Online Course (Audit)

Analysis of Algorithms

6 reviews

This course teaches a calculus that enables precise quantitative predictions of large combinatorial structures. In addition, this course covers generating functions and real asymptotics and then introduces the symbolic method in the context of applicatio…

• Coursera
• 21 hours worth of material, 9 weeks long
• 3rd Oct, 2022
• Free Online Course (Audit)

UC San Diego;  Higher School of Economics

Algorithms on Strings

1006 ratings at Coursera

World and internet is full of textual information. We search for information using textual queries, we read websites, books, e-mails. All those are strings from the point of view of computer science. To make sense of all that information and make search…

• Coursera
• 19 hours worth of material, 4 weeks long
• 20th Mar, 2023
• Free Online Course (Audit)

UC San Diego;  Higher School of Economics

Algorithms on Graphs

2143 ratings at Coursera

If you have ever used a navigation service to find optimal route and estimate time to destination, you've used algorithms on graphs. Graphs arise in various real-world situations as there are road networks, computer networks and, most recently, social ne…

• Coursera
• 55 hours worth of material, 6 weeks long
• 19th Dec, 2022
• Free Online Course (Audit)

Introduction to Graduate Algorithms

Learn advanced techniques for designing algorithms and apply them to hard computational problems.

• Udacity
• 12 weeks long
• Self paced
• Free Online Course

UC San Diego;  Higher School of Economics

Advanced Algorithms and Complexity

635 ratings at Coursera

You've learned the basic algorithms now and are ready to step into the area of more complex problems and algorithms to solve them. Advanced algorithms build upon basic ones and use new ideas. We will start with networks flows which are used in more typic…

• Coursera
• 27 hours worth of material, 5 weeks long
• 8th May, 2023
• Free Online Course (Audit)

ENS

Approximation Algorithms Part I

488 ratings at Coursera

Approximation algorithms, Part I How efficiently can you pack objects into a minimum number of boxes? How well can you cluster nodes so as to cheaply separate a network into components around a few centers? These are examples of NP-hard combinatorial op…

• Coursera
• 36 hours worth of material, 5 weeks long
• 3rd Oct, 2022
• Free Online Course (Audit)

Packet Switching Networks and Algorithms

382 ratings at Coursera

In this course, we deal with the general issues regarding packet switching networks. We discuss packet networks from two perspectives. One perspective involves external view of the network, and is concerned with services that the network provides to the…

• Coursera
• 18 hours worth of material, 5 weeks long
• 3rd Oct, 2022
• Free Online Course (Audit)

University of Melbourne;  CUHK

Solving Algorithms for Discrete Optimization

39 ratings at Coursera

Discrete Optimization aims to make good decisions when we have many possibilities to choose from. Its applications are ubiquitous throughout our society. Its applications range from solving Sudoku puzzles to arranging seating in a wedding banquet. The s…

• Coursera
• 22 hours worth of material, 4 weeks long
• 3rd Oct, 2022
• Free Online Course (Audit)