Home MOOCs-List Best NPTEL Online Courses for Computer Science

Best NPTEL Online Courses for Computer Science

1716
0
NPTEL Online Courses for Computer Science

NPTEL, as you all know, has a variety of courses to offer to cover wide disciplines. Whatever the field you’re interested in, NPTEL has an online course for you. Since NPTEL has almost all of the disciplines covered, Computer Science is also on the list. So today, our topic of discussion is NPTEL online courses for Computer Science. To view a list of all NPTEL Online Courses Registration as well as NPTEL Registration.

Latest Updates: Enrollments are now open for more than 500 NPTEL Online Courses for January, 2021 Semester. Follow here for latest updates about NPTEL Enrollments & Exam Registration 2021 (Jan & July Semester).

Takethiscourse.net in this matter has compiled a list of top 15 NPTEL online courses for computer science that you can take. So let us take a look at this list.

CS50 - Introduction to ProgrammingCS50’s Introduction to Computer Science

  • Harvard University via edX
  • 9 Problem Sets, 1 Final Project
  • 1,993,914+ students enrolled
  • 12 weeks of effort required
  • ★★★★★
Python for EverybodyProgramming for Everybody – Getting Started with Python

  • Michigan University via Coursera
  • 96 hours of effort required
  • 914,425+ already enrolled!
  • ★★★★★ (318,541 Ratings)
Programming with a purposeComputer Science: Programming with a Purpose

  • Princeton University via Coursera
  • 88 hours of effort required
  • 77,205+ already enrolled!
  • ★★★★★ (384 ratings)

Top 15 NPTEL Online Courses for Computer Science:

saveAdvanced Computer Architecture

      • Prof. John Jose via NPTEL
      • Co-ordinated by: IIT Guwahati
      • 8 Weeks duration
      • Discipline: Computer Science and Engineering

An advanced level Nptel Online courses for Computer Science that will help you understand the basics of computer organization conveniently. Through this Nptel Online Courses for Computer Science, you will learn about performance evaluation methods, what is RISC and instruction pipeline? Similarly, other topics like superscalar processing, cache memory principles, primary and secondary storage systems, and others will be discussed too. The Nptel Online courses for Computer Science also contains assignments that you need to solve to get a better understanding. With that, there are PDF files available to download as. So we can say this Nptel online course for computer science is a very proficient way to understand computer architecture.

saveThe Joy of Computing using Python

      • Prof. S.R.S Iyengar via NPTEL
      • Co-ordinated by: IIT Ropar
      • 12 Weeks duration
      • Discipline: Computer Science and Engineering

Understanding what programming is can be a little tiring sometimes but not anymore. Take this course and you will find yourself in a comfortable environment where you can learn programming. Concepts like what is SCRATCH, LOOPS, solution to LOOPING problems, permutations, etc will be taught through videos. At the same time, many other concepts like recursion, substitution cipher, anagrams, data compression and much more will be taught as well. So do not hesitate to waste your time anymore and enroll in this Nptel Computer Science course now to start learning today.

saveIntroduction to Machine Learning

      • Prof. Sudeshna Sarkar via NPTEL
      • Co-ordinated by: IIT Kharagpur
      • 8 Weeks duration
      • Discipline: Computer Science and Engineering

This Nptel online courses for Computer Science has been designed to give an overview of Machine Learning. Taking this course will help you understand machine learning in a more effective manner. Various topics will be covered in this Nptel Computer Science Course as the course is divided into 8 weeks. With each week that comes, different concepts are going to be taught. Starting with an introduction and then moving to other topics like hypothesis space and inductive bias. Similarly, many other topics will be discussed that will give you a detailed understanding of machine learning. So enroll now and start learning today. TakeThisCourse has a separate list of top NPTEL Machine Learning courses that might be of interest.

Online Specializations

saveFoundations of Cryptography

      • Prof. Ashish Choudhury via NPTEL
      • Co-ordinated by: IIT Bangalore
      • 12 Weeks duration
      • Discipline: Computer Science and Engineering

Do you have this urge to understand what cryptography is and how it works? If yes, then you have landed on the right course. When you start this Nptel online courses for computer science, you will first be given an overview of the whole course. In other words, you are going to understand what you will learn from this Nptel Computer Science course. A variety of topics like symmetric-key encryption, perfect security, stream ciphers will be taught. Moreover, other topics like cryptographic hash functions, random oracle model, authenticated encryption, and many others will also be a part of your learning journey. Thus taking this course will be of great value.

saveBig Data Computing

      • Prof. Rajiv Misra via NPTEL
      • Co-ordinated by: IIT Patna
      • 8 Weeks duration
      • Discipline: Computer Science and Engineering

A detailed course that will give you a thorough understanding of what big data is. As you go further with the course, you are going to learn about the Hadoop stack for big data. Similarly, different topics like Hadoop Mapreduce, parallel programming with spark, CAP theorem will be discussed. Other concepts like consistency solutions, data placement strategies, decision trees for big data analytics are also taught. After completing the Nptel Computer Science course, you will have a full understanding of all the concepts taught. So, start this course now and learn everything in the comfort of your home.

savePython for Data Science

      • Prof. Raghunathan Rengasamy via NPTEL
      • Co-ordinated by: IIT Madras
      • 4 Weeks duration
      • Discipline: Computer Science and Engineering

Learning Python for data science has always been a challenging task. That is why this Nptel online courses for computer science is for learners like you who are facing problems in understanding Python. When you start the course, you will first understand what python for data science is. Then moving to another section which will give you a detailed introduction to python. Similarly, as you proceed, you will understand different variables and datatypes, tuples and operators, matrix and linear algebra, and much more. You, therefore, can learn everything about python for data science with this Nptel Computer Science Online course.

saveBlockchain Architecture Design and Use Cases

      • Prof. Sandip Chakraborty & Prof. Praveen Jayachandran via NPTEL
      • Co-ordinated by: IIT Kharagpur
      • 12 Weeks duration
      • Discipline: Computer Science and Engineering

A very informative and engaging Nptel Online courses for Computer Science that will help you understand even the minute details of Blockchain. Starting with the blockchain introduction and then moving to basic crypto primitives, the course helps you understanding everything slowly. Later, as you move, you will learn about bitcoin basics and how it works. Similarly, each of the concepts has been divided into different weeks. Every week has a scheduled topic that you will learn to avoid getting confused. Each module is independent which means that you can start with whatever module you like first. Thus this Nptel Computer Science course makes it feasible for you to learn.

saveCloud Computing

      • Prof. Soumya Kanti Ghosh via NPTEL
      • Co-ordinated by: IIT Kharagpur
      • 8 Weeks duration
      • Discipline: Computer Science and Engineering

ADMachine Learning

      • Stanford University via Coursera
      • 64 hours of effort required
      • 2,975,908+ students enrolled
      • ★★★★★ (129,908 Ratings)

savePractical Machine Learning with Tensorflow

      • Prof. Ashish Tendulkar & Prof. B. Ravindran via NPTEL
      • Co-ordinated by: IITM & Google
      • 8 Weeks duration
      • Discipline: Computer Science and Engineering

With this Nptel Online courses for Computer Science, you are going to understand machine learning with the tensor flow. The instructor will first give you an overview of tensor flow to understand what it is. Later, you will be taught the steps in the machine learning process. Furthermore, the topics that will be covered will give you a better understanding of how this all works. Concepts like gradient descent, loss functions in machine learning, model selection and evaluation, deep learning refresher, and many more will be covered here. So if this Nptel Computer Science course is what you need then enroll now and start to enjoy learning from this course now.

saveGPU Architectures and Programming

      • Prof. Soumyagit Dey via NPTEL
      • Co-ordinated by: IIT Kharagpur
      • 12 Weeks duration
      • Discipline: Computer Science and Engineering

A most engaging and easy-to-understand course for you to get a knowhow of GPU architectures and its working. Precisely, this  Nptel Computer Science course is an answer for you to understand the basics of GPU architectures and CUDA programming. The course is packed with many concepts that are taught meticulously by the instructor. Starting with a review of basic C.O.A and then an overview of GPU architectures will be taught. Then the Nptel online courses for computer science take you slowly to understand other concepts properly. Concepts like multi-dimensional mapping of dataspace, warp scheduling and divergence, memory access coalescing, etc will be a part. Hence taking this Nptel Computer Science course now will be very helpful to you.

saveObject-Oriented System Development using UML, Java, and Patterns

      • Prof. Rajib Mall via NPTEL
      • Co-ordinated by: IIT Kharagpur
      • 05 Weeks duration
      • Discipline: Computer Science and Engineering

This  Nptel computer science course named object-oriented system development using UML, Java, and patterns aims to help you understand the basic concepts of UML in detail. The Nptel Computer Science course starts with an introduction and then the instructor will give you an introduction to use case modeling through a step-by-step guide. After that, the instructor has used different case examples to make you understand the concepts more easily. Going further, you will understand what class diagram, class relation, binary and unary associations, implementation of association relation in Java, and many other topics.

saveData Structure and Algorithms Using Java

      • Prof. Debasis Samanta via NPTEL
      • Co-ordinated by: IIT Kharagpur
      • 07 Weeks duration
      • Discipline: Computer Science and Engineering

In this course, you will understand all about data structures and algorithms using Java at your ease and pace. You will first understand what generic methods are and their use. After that, the instructor will talk about parameterized generic class. Going further, you will get to know what bounded argument generic class is. Similarly, in the next week, you will learn about the basics of a framework, collection in JCF, set of JCF, map framework, and other topics. After that, the instructor will array data structures, programming for arrays, arrays for arrays, and many many other topics in detail.

saveComputer Graphics

      • Prof. Samit Bhattacharya via NPTEL
      • Co-ordinated by: IIT Guwahati
      • 02 Weeks duration
      • Discipline: Computer Science and Engineering

This computer graphics course has been divided into two modules and in each module, you will learn something different and unique about computer graphics. First, you will get a complete introduction to what graphics is. After that, you’ll get to know about historical evolution, issues, and challenges faced in this area. Similarly, the next topic will be the basics of a graphics system. Right after that, you’ll get an introduction to the 3D graphics pipeline. Moreover, in the next module, you’ll get an overview of object representation techniques. Then, you’ll learn different boundary representation techniques, and lastly the spline representation.

saveGoogle Cloud Computing Foundation Course

      • Prof. Soumya Kanti Ghosh via NPTEL
      • Co-ordinated by: IIT Kharagpur
      • 08 Weeks duration
      • Discipline: Computer Science and Engineering

This Nptel Computer Science course starts with a complete introduction to the cloud, then you’ll learn about what cloud computing is. After that, you’ll make a comparison between cloud and traditional architecture. Then the instructor will talk about what Iaas, Paas, and SaaS are. After that, you will get a detailed lecture on what Google cloud architecture is and then you have to solve a quiz that is going to be a recap of all the previous topics you have learned. After that, other topics will be discussed like the GCP console, billing in GCP, how to install and configure and cloud SDK, and many more.

saveData Analytics with Python

      • Prof. A. Ramesh via NPTEL
      • Co-ordinated by: IIT Roorkee
      • 12 Weeks duration
      • Discipline: Computer Science and Engineering

Through this course, you will get a complete introduction to data analytics using Python. First, you will get a know how of the Python fundamentals, then we’ll talk about the central tendency and dispersion. After that, the instructor will give you an introduction to probability, then probability distributions. Going further, you will understand what sampling and sampling distribution is. Similarly, other topics like confidence interval estimation, hypothesis testing, and errors in hypothesis testing, ANOVA, two-way ANOVA, linear regression, multiple regression model, and other topics relevant to data analytics will be discussed in the Nptel Computer Science course.

ADCS50’s Computer Science for Business Professionals

      • Harvard University via edX
      • 6 weeks (2-6 hours weekly) of effort required
      • 62,059+ students enrolled
      • ★★★★★
Checkout MOOC Options from Top Universities/Organizations in various domains

Programming Courses
100+ Courses
★★★★★

Cybersecurity courses
30+ Courses
★★★★★

Business Courses
70+ Courses
★★★★☆

Blockchain Courses
20+ Courses
★★★★★

Data Science Courses
150+ Courses
★★★★★

Mobile App Development Courses
50+ Courses
★★★★★

By taking a look at the above-mentioned NPTEL Online Courses for Computer Science, you can easily decide which course is best for you. So take your time and look at nptel courses for cse what each course has to offer and then choose accordingly.