Algorithms Courses

Computing in Python IV: Objects & Algorithms

76 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)

Princeton University

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
• 27th Sep, 2021
• Free Online Course (Audit)

• Best of All Time

Divide and Conquer, Sorting and Searching, and Randomized Algorithms

67 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
• 16 hours worth of material, 4 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

• Best of All Time

Princeton University

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
• 62 hours worth of material, 6 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

Princeton University

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
• 20 hours worth of material, 9 weeks long
• 4th Oct, 2021
• 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)

École normale supérieure

Approximation Algorithms Part I

2 reviews

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
• 35 hours worth of material, 5 weeks long
• 4th Oct, 2021
• Free Online Course (Audit)

University of Melbourne;  The Chinese University of Hong Kong

Solving Algorithms for Discrete Optimization

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
• 4th Oct, 2021
• Free Online Course (Audit)

École normale supérieure

Approximation Algorithms Part II

Approximation algorithms, Part 2 This is the continuation of Approximation algorithms, Part 1. Here you will learn linear programming duality applied to the design of some approximation algorithms, and semidefinite programming applied to Maxcut. By tak…

• Coursera
• 32 hours worth of material, 4 weeks long
• 4th Oct, 2021
• Free Online Course (Audit)

University of California, San Diego ;  Higher School of Economics

Algorithms on Strings

4 reviews

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
• 17 hours worth of material, 4 weeks long
• 16th Sep, 2021
• Free Online Course (Audit)

University of California, San Diego ;  Higher School of Economics

Algorithms on Graphs

3 reviews

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
• 20th Sep, 2021
• Free Online Course (Audit)

Princeton University

Computer Science: Algorithms, Theory, and Machines

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
• 11th Oct, 2021
• 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

University of California, San Diego ;  Higher School of Economics

Advanced Algorithms and Complexity

1 review

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
• 20th Sep, 2021
• Free Online Course (Audit)

Chennai Mathematical Institute;  NPTEL

Design and analysis of algorithms

2 reviews

This course will cover basic concepts in the design and analysis of algorithms.

• Swayam
• 2-3 hours a week, 8 weeks long
• 22nd Aug, 2021
• Free Online Course