16+ Online Courses on Algorithm to Enroll Today

An algorithm refers to a set of rules to be followed in solving a problem. Algorithms are relevant to programming as they help in solving a program efficiently. They help in increasing the efficiency of a computer by ensuring that a program uses the minimum memory of a computer. Algorithms are of various kinds like searching algorithms, pathfinding algorithms, sorting and compression algorithms.

Let us first take a quick glance at these Algorithm Certification Courses, to take note of some of the key details of these Algorithm online courses to make an informed choice about them.

Which are the top algorithm courses online to learn DL and Algos? - A List

We shall now take a more detailed and closer look at these Algorithm courses online, and try to understand their features, curriculum and other important information.

1. Data Structures and Algorithms:

The course is being offered by the University of California, San Diego, and the National Research University Higher School of Economics. It is a data structure and algorithms course that is designed to help students master algorithmic programming techniques. It is a good course for people willing to advance their careers in this field.

Highlights of the Course:

• It is a specialisation course.
• Focus on basic algorithmic techniques to solve programming challenges
• Teaches how to apply data structures to solve programming challenges
• Focuses on the application of graph and string algorithms
• Platform: Coursera
• Cost: Free
• Duration: 8 months

2. Algorithms:

This is one of those Algorithms certification courses that is being offered by Stanford University and undertaken by Tim Roughgarden. It is rated at 4.8 out of 5 stars on Coursera. This data structures and algorithms course ends with a certificate for the learner, and it is an applied learning project.

Highlights of the Course:

• Focus on dividing and sorting randomized algorithms
• Focus on graph search and data structures.
• Focuses on the different aspects of algorithms
• Platform: Coursera
• Cost: Free
• Duration: 4 months

3. Algorithms, Part I:

Princeton University offers this course. It is helpful for people who are willing to learn data structure and algorithms. The course is taught by instructors Kevin Wayne and Robert Sedgewick. This course is rated at 4.9 out of 5 stars on Coursera.

Highlights of the Course:

• Intermediate level course
• Focus on analysis of algorithms
• Covers stacks and queues, elementary sorts, Mergesort, Quicksort, etc.
• Platform: Coursera
• Cost: Free
• Duration: 6 Weeks

4. Data Structures:

Rated at 4.6 out of 5 stars on Coursera, this course is taught by instructors Alexander Kulikov, Michael Levin, Daniel M Kane, and Neil Rhodes. It is considered to be one of the best algorithm online courses on data structures and algorithms, and it is offered by the University of San Diego and the National Research University, Higher School of Economics.

Highlights of the Course:

• Focus on basic data structures
• Focus on priority queues and disjoint sets
• Emphasis on hash tables and binary search trees
• Platform: Coursera
• Cost: Free
• Duration: 6 Weeks

Also Read:

• Top 50 Data Structures And Algorithms Interview Questions

5. Algorithmic Designs and Techniques:

This course is a part of the Micro Master’s program and is offered under instructors Alexander Kulikov, Michael Levin, Daniel M Kane, and Pavel Pevsner. For people interested in learning algorithms, this is a good course.

Highlights of the Course:

• Focus on algorithmic techniques like greedy algorithms, binary search, divide and conquer, sorting, etc.
• Emphasis on the best practices of implementing algorithms
• Covers the ways of testing and debugging programs
• Platform: edX
• Cost: $ 99 for a certificate
• Duration: 6 Weeks

6. Algorithm Design and Analysis:

This is an algorithm course that is offered by the University of Pennsylvania. It is a good course that introduces the learners to the design and analysis of algorithms. At the end of the course, the learners will be able to design efficient algorithms.

Highlights of the Course:

• Teaches how to encode a text file optimally.
• Teaches how to design a communication network
• Introduces the learner to the limits of efficient computation
• Teaches how to analyze the efficiency of algorithms
• Platform: edX
• Cost: Rs. 10,998 for a certificate
• Duration: 4 Weeks

7. Algorithms:

This course is offered on edX by IIT Bombay, and it is a data structure and algorithms online course enabling the learner to create algorithms. It is an intermediate level course helpful for people who are willing to appear for interviews in the field.

Highlights of the Course:

• Teaches about the structure of important algorithms
• Focuses on the usage of algorithms with appropriate data structures
• Emphasis on using algorithms to solve real-life problems
• Teaches how to design the system at scale using algorithms and data structures
• Platform: edX
• Cost: Rs. 10,998 for a certificate

Duration: 6 Weeks

8. Advanced Algorithms and Graph Theory with Python:

It is a data structure and algorithm in Python tutorial that is offered by IMT. It is beneficial for engineering students, developers, and programmers. It teaches the learner how to program algorithms.

Highlights of the Course:

• Teaches how to use graph theory in order to express a computational problem
• Teaches how to make the correct choice of algorithm to solve the given computational problem
• Teaches how to use Python in coding the algorithmic solution
• Platform: edX
• Cost: Rs. 3,617 for a certificate
• Duration: 6 Weeks

9. Micromasters in Algorithms and Data Structures:

This is a Micromasters program offered by the University of San Diego. It is the best course for data structures and algorithms. It is a program containing 8-graduate level courses that are taught by efficient instructors. This program is a mix of theory and practice with able guidance.

Highlights of the Course:

• Teaches the essentials of algorithmic techniques
• Teaches how to implement complex yet efficient programs
• Teaches how to test and debug your code
• Teaches how to judge the run-time of an algorithm
• Teaches how to prove the correctness of an algorithm
• Platform: edX
• Cost: Rs. 79,718
• Duration: 9 months

10. Graph Algorithms:

This is another course by the University of San Diego that teaches how to use algorithms. It is one of the best algorithm courses available on edX. It is a good course for people who are willing to learn the various aspects of algorithms.

Highlights of the Course:

• Teaches decomposition of graphs
• Teaches how to find the shortest path in graphs
• Study of the minimum spanning trees problem
• Teaches about the flows in networks
• Platform: edX
• Cost: Rs. 11,702 for a certificate

Duration: 6 Weeks

11. Computing in Python IV: Objects and Algorithms:

This course is offered by the Georgia Institute of technology and is taught by instructor David Joyner. It is a good course for people willing to learn about recursion, different algorithms, and object-oriented programming in Python. It is a data structures and algorithms in Python tutorial.

Highlights of the Course:

• Teaches how to work with instances of objects in Python.
• Emphasis on the creation of new data structures
• Teaches how to write linear and binary search algorithms
• Teaches how to writing common sorting algorithms
• Platform: edX
• Cost: Rs. 7,307 for a certificate
• Duration: 5 Weeks

12. Algorithms and Data Structures Capstone:

This is one of those algorithm courses online that is designed to help learners interested in algorithms and biology synthesize their knowledge to be able to build software. It is a good course that requires learners to have prior knowledge of programming.

Highlights of the Course:

• Teaches the working of graph algorithms
• Use of algorithms for genome assembly
• Teaches the optimization of algorithms
• Platform: edX
• Cost: Rs. 11,072 for a certificate
• Duration: 4 Weeks

13. Java Algorithms and Data Structures Masterclass:

This course has been created by Colt Steele and has been rated at 4.7 out of 5 stars on Udemy. It is one of the best algorithm courses useful for people who are willing to face difficult coding interviews.

Highlights of the Course:

• Focus on the implementation of data structures from scratch
• Focus on becoming a strong developer
• Mastering different algorithms
• Platform: Udemy
• Cost: Rs. 455
• Duration: 21.5 hours

14. Mastering Data Structures and Algorithms using C and C++:

This course has been created by Abdul Bari, and it is a data structure and algorithm course that is designed for people interested in learning how to implement and analyze data structures using C++ and C courses. It also teaches recursion and sorting.

Highlights of the Course:

• Focus on popular data structures and their respective algorithms
• Focus on implementation of these data structures through C and C++
• Teaches about sorting algorithms
• Platform: Udemy
• Cost: Rs. 455
• Duration: 58.5 hours

15. Data Structures and Algorithms for Beginners:

This is considered to be one of the best algorithms certification courses that has been created by Ershad Karimov and is rated at 3.9 out of 5 stars on Udemy. It requires the learners to have a basic knowledge of programming and teaches them how data structures and algorithms work with animations.

Highlights of the Course:

• Focus on data structures
• Focus on algorithms
• Clustering algorithms, sort algorithms, graph algorithms, and list search algorithms are used.
• Platform: Udemy
• Cost: Rs. 618
• Duration: 2.5 hours

16. Algorithm Design Technique from Beginner to Advanced:

This course has been created by Jithin Parakka and is rated at 4.0 stars out of 5 on Udemy. It is an online algorithm course for computer science students and programmers. It has been designed to help students in learning how to build an efficient algorithm.

Highlights of the Course:

• Teach how to analyze a given algorithm
• Teaches how to solve recurrence equations
• Teaches how to use the Divide and Conquer Strategy in designing algorithms
• Teaches the fundamentals of complexity theory
• Platform: Udemy
• Cost: Rs. 455
• Duration: 8.5 hours

Also Read: Free Algorithms Courses & Certifications

17. Complete Algorithms Complexity and Big O Notation Course:

This is an algorithm tutorial for beginners that has been rated at 4.3 stars out of 5 on Udemy. It has been designed by the Cronis Academy and is a good course for those who are willing to learn algorithms from scratch.

Highlights of the Course:

• Designed for people willing to learn from scratch
• Emphasis on the Big O Notation
• Focus on time complexity comparisons and cases
• Teaches through examples
• Platform: Udemy
• Cost: Rs. 455
• Duration: 2 hours

Related: Providers Offering Algorithm Certification Courses

• Coursera Algorithms Courses & Certifications
• Edx Algorithms Courses & Certifications
• Swayam Algorithms Courses & Certifications
• Udemy Algorithms Courses & Certifications
• Udacity Algorithms Courses & Certifications
• Edureka Algorithms Courses & Certifications
• Great Learning Algorithms Courses & Certifications
• Google Algorithms Courses & Certifications

Conclusion

An algorithm is a sort of set of rules that are to be followed in solving a problem. Algorithms help in increasing the efficiency of a computer program. They are of various kinds, and for a person in the field of software development and programming, the knowledge of data structures and algorithms is a must.

A variety of algorithm courses online are available for people who are willing to learn about data structures and algorithms from scratch. It has become imperative for a good software developer to have a knowledge of algorithms. By undertaking a data structure and algorithm courses online, a person can open a host of employment opportunities for themselves. The list of algorithm courses online given above is a good guide for people interested in pursuing a data structure and algorithms course online.