Top Free DSA Courses 2020

Data Structures & Algorithms (DSA) is of the core topic of computer science & engineering. Most of the product-based companies, such as Amazon, Google, Mircosoft, heavily rely on your DSA knowledge.

In this article, we will discuss Top Free DSA Courses, through which you can learn DSA & secure your position in Product Based Companies.

Note: Read the complete article, so that you find the right course for yourself. You may require a student account with Coursera to access some of these free courses!

Why learn Data Structures?

In today’s world, companies need solutions as well as insights about the efficiency of all the algorithms that we use in order to solve our problems. Better & efficient algorithms help us in the evaluation of the problem, which in turn will help us find the lightest weight solution.

Indirectly DSA helps you proving accurate outputs for your problems by stating you the efficiency of algorithms making it easy to choose between options.

Data structure is nothing but the organization, management as well as storage of data in an efficient manner wherein its manipulation and modification is easy. We use DSA to make optimal solutions to the problems.

Here are the top 4 data structure and algorithm courses:

1.Algorithms Part I by Princeton University

This course focuses on the crucial concepts of the data structures which are very important as per the respect of a programmer. I

The course emphasis highly on applications and scientific performance analysis of Java implementations. Its initial lessons aim to talk about the basics of searching algorithms and graph and string-processing algorithms.

It gives a deep understanding of the approach to take in order to analyze algorithms taking dynamic connectivity problem in mind with the help of quizzes which are present in all the modules.

The course is designed such that it will help you gain the overall and total understanding of computational experiments and apply these techniques to relevant projects.

By the end of the course, you will be able to apply the techniques in relevant projects, & master DSA.

Skills, you will learn : 

  • Data Structures
  • Algorithms
  • Java Programming
  • Performance Analysis

Duration: 1.5 Month

Rating: 4.9/5.0 (700k+ enrolled)Register Now

2.Algorithms Specialization by Stanford University

Stanford University

This is a specialization course, offered by Stanford University. The main focus of this course is on making students learn the main concepts rather than just leaping on low-level mathematics.

This specialization is an introduction to algorithms for learners with at least a little programming experience. 

After completing this specialization, you will be well-positioned to ace your technical interviews and speak fluently about algorithms

There are 4 courses, & also an applied learning project, through which you will implement your learnings, & gain a practical insight too! 

Skills, you will learn : 

  • Data Structures
  • Type of Algorithms
  • Java Programming
  • Performance Analysis
  • Dynamic Programming
  • Trees, Stacks, Queues

Duration: 3-4 Month

Rating: 4.8/5.0 (62k+ enrolled)Register Now

3.Algorithms Course Online by IIT Bombay

IIT B

One of the most reputed institutions in Asia, IIT-Bombay’s own Algorithm course, is also one of the best to consider.

Do not think it as an NPTEL boring lecture, the course is well structured, & well explained.

The course is divided into 5 parts which cover all the important algorithms. Many graduate & master students as well as professors have learned from this course! 

The course progresses with Numerical, String, and Geometric algorithms like Polynomial Multiplication, Matrix Operations, GCD, Pattern Matching, Subsequences, Sweep, and Convex Hull.

It concludes with graph algorithms like the shortest path and spanning tree. The course is mainly aimed at intermediates, with some background in programming, who want to learn & explore algorithms.

Skills, you will learn : 

  • Type of Algorithms
  • Use of Algorithms in Real Life
  • Performance Analysis
  • The designing system at scale with DSA.
  • Operations on Algorithms

Duration: 1.5 Month

Rating: 4.6/5.0 (61k+ enrolled)


Register Now

4.Data Structures and Algorithms Specialization Course

UC

Another Specialization course, on the list, is the DSA by UC San Diego & NRUHSE. The course is mainly for intermediates, who have quite a good knowledge of programming.

This specialization is a mix of theory and practice. The concepts are explained very well, & heavy emphasis on understanding is being provided so that you can ace any job interview of DSA.

The course is a comprehensive package of Data structures & algorithms, with more than 100 algorithmic coding problems in a programming language of your choice.

In the end, there are two intriguing real-world projects which will definitely increase your practical understanding

Skills, you will learn : 

  • Data Structures
  • Type of Algorithms
  • Computer Programming
  • Performance Analysis
  • Dynamic Programming
  • Testing & Debugging
  • Operations on Algorithms
  • Trees, Stacks, Queues, Hash, Graph, Lists

Duration: 6-8 Months

Rating: 4.6/5.0 (170k+ enrolled)Register Now

 

-Contributed by Kajal Shah, ScholarsXP always values your content!

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