Online Computer Science Courses & Certifications

Learners pursuing the Topology Certification will encounter crucial ideas like continuity, convergence, compactness, separability, and connectedness that are crucial in numerous applications of mathematics.

Students will learn definitions in Topology Classes and build examples and counterexamples based on definitions. Topology Certification Syllabus includes a variety of definitions, theorems, continuity, convergence, and their justifications. All students get a Topology Certification by University of Mumbai under the Swayam Initiative by the Government of India. 

This certification course duration is 12 weeks. This certification course focuses on the study of basic digital hardware, programming, application of binary interfaces and other elements related to operating systems. Computer Organization and Architecture certification by NPTEL provides in-depth knowledge of the basic concepts of computer architecture and organization. 

 Computer Organization and Architecture training includes the use of case studies to explain concepts such as ARM, x86, and PowerPC-based architectures. This course conducts classes in theory as well as lab where students get an introduction to the lab assignment and actual lab classes can be viewed from NPTEL Information Security - 2 course.     

Also Read: Online Engineering And Architecture Courses & Certifications

The CS50's Computer Science for Lawyers Certification Course is a self-paced online course specially prepared for lawyers and law students. This computer science course can be covered in a span of 10 weeks. The course will take the learners through a journey of basic to advanced level of computer science with a stress on the legal implications of technological decisions. Candidates can attend the course according to their own pace since it is self-paced catering to the requirements of each learner.

The CS50's Computer Science for Lawyers Training will be provided by the faculty of Computer Science at Harvard University. The course will be available on the HarvardX platform in collaboration with edX. Once the course videos and materials are covered, candidates can take part in the assessments to win the CS50's Computer Science for Lawyers Certification by edX and Harvard University.

Edx has 2 tracks in which the students can be enrolled - one is the audit track and the other is the verified track. The free audit track can be upgraded to a paid verified version which offers an unlimited version. Edx has 2 tracks in which the students can be enrolled - one is the audit track and the other is the verified track. The free audit track can be upgraded to a paid verified version which offers an unlimited version.

Programming is not just one language, and there are multiple coding languages that you can learn according to your interest. In addition to this, there are hundreds of different programming languages that are being used to develop different types of programs, software and applications. 

But if you don’t know anything about programming and you are new to it. It is better to start with this Programming Basics Certification Course From IIT Bombay. In this course, you will learn about one of the most fundamental languages in computer programming, which is also one of the oldest and still widely used.

With the Programming Basics Training Course, you will be learning the basics of programming using C/C++ programming language. You will see how you need to think like a coder. When we are coding or making a program, we first need to break down the requirements of the program and see what has already been done and what are the things and code that needs to be made fresh. Also, when you start your journey with the Programming Basics Course, you will learn the habit of working your way out in a structured format. 

The Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python certification course provides candidates with a basic introduction to various numerical methods. They will learn methods like the finite-difference method, the pseudo-spectral method, and the linear and spectral element method. It also teaches them how to apply these methods to the 1D/2D scalar wave equation. 

Candidates will see how mathematical equations are transformed into computer code and how the results are visualised in a unique setup. The Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python online course illustrates the fundamental mathematical ingredients of numerical methods (such as differentiation, function interpolation, numerical integration, Taylor series, and more) and how they compare. 

Candidates will also receive strategies to ensure their solutions are correct with benchmarking with analytical solutions or convergence tests. Furthermore, the mathematical aspects of the Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python training programme are complemented by an introduction to essential wave physics, meshes, discretization, computing models, and parallel programming.

The Intro to Theoretical Computer Science is a 2 months long free online course that discusses the theoretical aspects of computer science. The course is offered in a self-paced learning style and is taught by industry professionals. The course aims at educating learners on the concepts of theoretical computer science including NP-completeness and algorithmic problems.

The Intro to Theoretical Computer Science Training will be provided through instructor videos, exercises and interactive quizzes. The knowledge and skills gained through the course will open up careers in the field of data science and machine learning. The Intro to Theoretical Computer Science by Udacity is easily accessible through its online platform.

The Software Architect Code: Building the Digital World course is designed to bring forth the hidden software designers and architects in individuals. Here the focus is on enhancing and polishing software skills.  Since the world is increasingly becoming software-dependent, this course tries to unveil the digital world and its working mechanisms. 

The Software Architect Code: Building the Digital World by edX is all about creating a space for effective software innovation that fulfils the demands of the future. There is also the practical implementation of the skills developed throughout the programme. This is an introductory-level course. It is a self-paced online programme.  There is a special scheme for the participants who belong to poor families. 90% of financial assistance will be provided to them. Da Vinci's talents will be discussed to bring forth these kinds of talents in the participants.

The certification can be shared on all platforms. The candidates can put it in their CV or resume. The candidates can also share The Software Architect Code: Building the Digital World certification in their Linkedin profiles. Since the software is highly in demand, its skills will land them in a high-salary industry. Moreover, they can enhance their career further in the software industry. There are 2 self-paced tracks which may be selected by the candidates for finishing the course. The candidates who have enrolled for the verified track will be offered an unlimited period to access the materials but in the case of the audit track, the students will not have unlimited access. They will only be able to study for free in the audit track for a limited period.

Advanced Graph Theory certification course will offer the candidates learning on the different notions of the graph theory. All the theories and algorithms have been well discussed so that the candidates know their importance in the field of computer science.

The aspirants will be covering the fundamental principles during the course along with the techniques in the field of Graph Theory. Some emerging applications will be discussed with the candidates so that they have a glimpse of significant impact. Spanning trees and enumeration are headings where the experts have laid emphasis on. The course prepares the candidates for industry exposure as well.

After the completion of the Advanced Graph Theory certification, the candidates will be having intimate knowledge about the role of graph theory and the technology used to solve all of these problems. The candidates will be coming across many of the theorems and how the algorithm is formed for each of these in the computer science field.

The interdisciplinary field of human-computer interaction is a relatively new domain of study. It has gained traction due to an increased spread of consumer electronic products. The User-Centric Computing for Human-Computer Interaction certification course is designed to teach you the ideas governing this field of study. You will study how to design user-centric systems from a computational/engineering viewpoint.

The User-Centric Computing for Human-Computer Interaction certification course will focus on the challenge of making interactive systems user-friendly for laypeople. During the course, you will learn how engineering and computer science are essential to design such systems. You will also understand how user behavior and mental state are captured, modeled, and integrated into the design process to make the interactive systems responsive.

The User-Centric Computing for Human-Computer Interaction online training programme lets you look at the computational and engineering problems in developing human-computer interfaces. This eight-week-long course by Swayam is an FDP course approved by the AICTE.

The Introduction to Parallel Programming in OpenMP program's primary focus will be the shared memory programming paradigm. This course is available at the UG/PG level. The training has been designed for both computer science and non-computer science students interested in parallel programming. 

Learn to use parallel programming for the various Parallel/HPC applications in the Introduction to Parallel Programming in OpenMP online course. Throughout this online course, you will learn about core principles and programming concepts essential for developing scalable parallel applications. 

Besides, IIT Delhi has designed the Introduction to Parallel Programming in OpenMP syllabus while focussing on OpenMP and C programming applications. As such, this course is rife with programming assignments for practice. 

You will work on assignments like writing programs in C and OpenMP for multicore architectures for practical learning. The Introduction to Parallel Programming in OpenMP course also offers printable reading material, books & references, live sessions, and video lectures for an engaging learning experience.

The Computer System Design: Advanced Concepts of Modern Microprocessors course by edX is a computer science course that explains advanced concepts behind today’s multi core-based computers’ design. Derived from the Chalmers University of Technology’s advanced graduate programme in computer architecture, this six-week training is instructor-led, requiring four to six hours of studying every week. 

The Computer System Design certification syllabus covers an extensive range of topics. These include the essentials of exploiting parallelism amidst instructions, like branch predictions, out-of-order executions, exception handling, etc. It also touches upon memory systems’ advanced concepts, including cache coherency and prefetching. These vital learnings will help you understand how future computer systems will rely on these to maximise their computer effectiveness. 

Furthermore, you can audit this Computer System Design: Advanced Concepts of Modern Microprocessors online course for free thereby getting limited course material access or paying to receive the certification during the verified track that offers unlimited course access. There are video transcripts to help you understand the curriculum lessons fluidly. You will also be part of a learners’ community, filled with like-minded individuals to discuss topics.

Understanding a modern computer’s building blocks and how they directly affect a program’s efficiency and speed is crucial to being a skilled computer science professional. Whether you work with mobile computer-based, cloud, or embedded systems, energy efficiency and performance are the key drivers of competitiveness and usability of computerised products. EdX presents the Computer Systems Design for Energy Efficiency certification course to make you fluent in these concepts.

The Computer Systems Design for Energy Efficiency certification syllabus will teach you about designing modern multicore-based computers. It will also guide you in understanding how your design choices impact energy consumption and performance. The curriculum covers design principles like cache memories and pipelines that govern modern microprocessors and ways to determine your design’s effect on energy efficiency and execution time. 

Offered by the Chalmers University of Technology, the Computer Systems Design for Energy Efficiency programme originates from their senior undergraduate curriculum in ‘Computer System Design’. This six-week intermediate training follows an instructor-led schedule, which you can either audit for free or purchase to get the prestigious certificate. It is entirely online and requires no prior knowledge about how computers work. Students can choose their paths from among the ones stated on the Edx website. These are called the audit and the verified track which are both self-paced. The verified track is payable but offers unlimited access and the audit track is completely free but offers only limited course material access.

Courses on Coursera are taught by instructors from worldwide universities and companies. These courses provide access to on-demand video lectures, quizzes, homework exercises, projects, and community discussion forums. Coursera has come up with this course along with Google Cloud to give the learners an opportunity to make more reliable business decisions.

The framework of the Site Reliability Engineering: Measuring and Managing Reliability course by Coursera has been tailor-made for learners who wish to gain knowledge about Site Reliability Engineering and start off their career in that direction. The course intends to equip the participants with the skills required to measure and manage reliability. 

This course will provide the participants with a detailed understanding of the different components of Site Reliability Engineering, Customer Reliability Engineering and Service Level Objectives. They will also learn about the usage of Service Level Indicators while making business decisions for better reliability. It will familiarize the participants with the various practices and theories of managing and measuring reliability.

Candidates will learn about the implementation of abstract data structures using C++ (object-oriented programming language) and map abstract data types to the Standard Template Library (STL) of C++. The programme conducted in a self-paced mode introduces candidates with types of data structures, their applications, running times, and many more. 

Implementation of Data Structures Certification Course is a 6-week programme that will teach students about writing correct and efficient data structures manipulation using C++. The programme is efficient to teach candidates about various data structure concepts like lists, vectors, deques, programming techniques like tree exploration, sorting using stacks and queues, and many more. Candidates who are having an interest in learning how data structures allow efficient interfaces to certain forms of data access then this programme is for them. 

Certification Course on Algorithms is a course crafted and taught by national award winner experts at IIT Bombay. The use of algorithms as a problem-solving tactic is a significant technical aspect which is important for candidates in the related domain. By pursuing this course, course takers will learn extensively about the structure and use of algorithms to confront real-life problems and explore limitless possibilities in the sector.

As a course separate from the regular classroom teaching, it does not miss out on covering relevant aspects including string, numerical, and geometric algorithms like matrix operations, polynomial multiplication, GCD, subsequences, pattern matching, sweep, and convex hull. Learners will also get insights on graph algorithms like spanning tree and shortest path. The course is primarily based on computer science which will create a drive among learners to think about algorithms and using sorting techniques like merge sort and quicksort.

The course encourages one-to-one participation as the faculty would primarily engage with discussing a problem, creating brainstorming sessions and initiating a discussion among the peers. The faculty also possesses vast practical and research experience in the field of algorithms and data structures for providing students with the best training.

The Course on Computer Concepts (CCC) certificate program offered by NIELIT is designed for professionals or aspirants willing to equip themselves with the use of computers in today’s life in both professional and personal ways. The course offers both theoretical and practical hands-on approaches to learning various topics on computers. Participants can learn to use both the operating system and software packages in one course. 

Also, this course exposes students to the fundamentals of financial literacy in order to understand various services offered by schemes in the government. 

This course spans for a duration of 6 weeks within an 80-hour syllabus framework. With a bilingual medium of instruction, the course can benefit many people and it is easily accessible online through the Digital India platform. Every day, the candidate has to spend a duration of 3 hours as a part of syllabus planning and at the end of the program, an online exam is conducted which acts as the final criteria for certification.

CS50’s Computer Science for Business Professionals course is a comprehensive 6-week course designed by Harvard University. It targets founders, managers, product managers, and decision-makers to give them CS50's introduction to computer science. This course introduces you to the art of programming and the intellectual enterprises of computer science. 

In the CS50’s Computer Science for Business Professionals course, you will learn how to solve problems efficiently and think algorithmically. CS50 itself takes a bottom-up approach by stressing the mastery of implementation details and low-level concepts. On the other hand, this course takes a top-down approach by focusing on the mastery of high-level concepts and design decisions. 

CS50’s Computer Science for Business Professionals training includes lectures on programming languages, internet technologies, computational thinking, technology stacks, and cloud computing. With this, you will learn how to make technological decisions even if you are not a technologist. You can also motivate yourself to complete the course and earn a verified certificate to display your advanced skillset. This self-paced programme is available for learners to take in the free or paid verticles. In the free verticle, you can audit the programme only for a limited duration. 

The computer science 101 certification course by edX helps the aspirants sharpen their knowledge. Candidates can enrol themselves in the course and learn about the different terms used in the field of computer. Starting from the basics, about the devices to coding everything has been involved in the computer science training.

The computer science 101 training course would consist of assignments, discussion forums, quizzes and projects.  Participants will be provided with a platform to experiment with the knowledge they acquire. They can contact the tutor if they have any questions. Anyone who is able to use the web browser will be successful in completing the computer science training.

As the computer science 101 online course starts from the source, it teaches the candidates about hardware, software etc. The candidate does not need to have any knowledge before this course. Certification shall be provided at the end of the computer science 101 programme which can be shared on LinkedIn for getting better jobs, salary hikes, etc. The course is to be learned in a self-paced mode but has 2 separate tracks. In the audit mode, the candidates will only get limited period access to the course materials. Whereas, in the verified track, the candidates will be able to study the course for an unlimited period.

By taking up the Human-Computer Interaction I: Fundamentals & Design Principles course by edX the participants will be taking their first step towards being a researcher. All the fundamentals of how HCI is related to different fields will be covered in the course. The development encompasses diverse titles and subheadings which have been well-defined by the skilled tutors.

The candidates shall dive into the details of human-computer interaction where various terms shall be cleared out to them. These concepts will play a vital role as the Human-Computer Interaction I: Fundamentals & Design Principles training course moves ahead. The candidates will learn about the potential of humans and how n number of things can be accomplished.

At the end of the Human-Computer Interaction I: Fundamentals & Design Principles online course, the participant shall have an overview of all the topics. In case the candidate has verified the course, they shall be awarded with a certificate signed by the tutor. The certificate will help candidates do better in their professional lives. Edx has 2 tracks namely the audit track and the verified track which allows the students to finish off the course. In the audit track, the candidates will be getting limited but free access to the course materials. Again during the verified track, the candidates will get unlimited but paid access to the course materials.

Digitization is slowly taking over our world. We can’t go a day without taking pictures, recording videos, and sharing digital content across different platforms. However, most of us do not understand the technology we use, to its full potential, including how one creates and manipulates digital information. To understand the core concepts behind all this, even if you’re a self-paced learner, take the Think-Create-Code by edX.

The Think-Create-Code certification course is an opportunity for you to understand the digital world’s inner workings, within just six weeks. You will learn how to use code to create and manipulate digital images. You will also be creating artworks and interactive animations which will feature in edX’s online art gallery, thus connecting you with a vibrant community of young learners.

Through their Think-Create-Code programme, the University of Adelaide aims to show individuals how digital technology works and to help them develop literacy in code. You don’t require any prerequisite knowledge, experience or qualifications to undertake this course. All you need is to devote two to three hours to this course, every week for the curriculum’s total duration.

The Human-Computer Interaction III: Ethics, Needfinding & Prototyping course offered by edX is a six-week long program that will require the candidate to devote 5 to 6 hours weekly effort to be able to successfully earn the certificate of completion. It is an introductory course that is self-paced to provide the utmost comfort to candidates so they can time it according to their convenience. 

The Human-Computer Interaction III: Ethics, Needfinding & Prototyping program has four sessions of different dates out which students can select the date on which they wish to start the online course. The core subject of the Human-Computer Interaction III: Ethics, Needfinding & Prototyping training is computer science which is taught by professors from the Georgia Institute of Technology. The Human-Computer Interaction III: Ethics, Needfinding & Prototyping by edX will take its candidates through lessons 14 to 18 of CS6750: Human-Computer Interaction taught in Georgia Tech Online Master of Science in Computer Science program. 

The Human-Computer Interaction III: Ethics, Needfinding & Prototyping program commences by giving candidates an introduction to the design life cycle through which they can create prototypes, investigate user needs, develop potential designs, etc. 

The CS50's Understanding Technology Certification Course is an introductory level course that focuses on the basic principles and working processes of computers. The course will discuss the fundamental concepts of computer science and allow learners to gain an in-depth knowledge of the topic.

The CS50's Understanding Technology Online Course is conducted in a self-paced manner where the learners could approach the course according to their preferences. The course is instructed by David J. Malan, Gordon McKay Professor of the Practice of Computer Science, Harvard University.

The CS50's Understanding Technology Training Course is taught through expert lectures highlighting the different aspects of programming and web development. The course will be of great help to students who are striving to expand their knowledge base in topics like computer networking and computer applications. The learners can pursue the self-paced programme for free and get a limited duration of access. Also, they can get the certificate by upgrading the subscription by paying the prescribed fee. 

The MyCS: Computer Science for Beginners Certification Course is a 6-week long course that explores the fundamentals of computer science with a special focus on programming in Scratch. This introductory level course will familiarize learners with the working of algorithms, computational thinking, and programming.

The MyCS: Computer Science for Beginners Training will be provided by expert tutors at Harvey Mudd College. The mode of assessment for the course constitutes practice exercises and assignments to enhance the knowledge of learners. Once all course evaluation is done, learners will receive the MyCS: Computer Science for Beginners Certification by edX and Harvey Mudd College.

Fundamentals of Parallelism on Intel Architecture Certification Programme keeps candidates hooked with its engaging and informative course offerings. From forms of parallelism involved in modern Intel architecture processors to programming frameworks managing parallelism in an application, candidates will get first-hand knowledge of both simple and complex concepts surrounding the domain. 

Learners will also work on many-core processors of today like Intel Xeon Phi architecture coupled with graded exercises for experimenting. The course is multipurpose where knowledge can be applied to data center workloads, HPC and even artificial intelligence. Most of all, learners will be able to deal efficiently with practicalities comprising task parallelism in shared memory with threads, data parallelism with vector instructions, memory architecture parallelism and optimized data containers, and parallelism in distributed memory with message passing.

Experts behind the drafting of the course material have ensured that the course takers, after taking this course, do not have to worry about handling acceleration of computational applications by orders of magnitude, since they will be taught how to keep their code future-proof and portable. Co-offered by Intel, experts have ensured to offer the right tools and peer expertise to learners so that they can succeed and learn to innovate.

The branch of algorithm theory that aims to solve problems related to geometric objects is known as Computational Geometry. Its application areas include computer robotics, graphics, computer-aided design, geographic information systems, and many others. In this course, candidates will learn to apply computational geometry to several algorithmic approaches and assess their strengths and weaknesses in a context. That will allow them to select the most appropriate method to approach a specific problem.

The Computational Geometry certification course covers various core computational tasks, such as computing the convex hull in a point set, testing point inclusion in a polygon, triangulating a polygon, intersecting line segments, and processing orthogonal range queries. It pays attention to the evaluation of geometric predicates and proper representation of geometric primitives, which are critical for the efficient implementation of an algorithm. 

Learners can complete the Computational Geometry course in approximately nineteen hours. Upon completion, they can purchase a shareable certificate of completion from Coursera.

A 5 weeks Supercomputing certification course that is supervised by the University of Edinburgh, Partnership for Advanced Computing in Europe (PRACE), SURFsara, and the certification is distributed by FutureLearn. This course covers all the aspects which are technical and are conceptually covered. Supercomputers give Scientists and Engineers an extremely powerful tool for studying the natural world for computer simulation.

With no prior requirement of being able to write computer programs, this weekly Supercomputing certification syllabus is powered by EPCC. Spread over 5 weeks the curriculum covers topics like supercomputers, parallel computers, parallel computing, computer simulation, and also case studies.

Falling under the Information Technology and Computer Science batch of courses, the Supercomputing training teaches how virtual environments can be prepared using supercomputers. This training will offer how one can look real inside of atoms individually so that future climates can be studied, and evolution can follow the full universe from the big bang.

The Advanced Operating Systems online programme by Udacity and Georgia Tech has been developed by the Georgia Institute of Technology, USA. The course explains the various technological concepts that make up an advanced Operating System (OS). Industry professional instructors will be teaching you throughout the course duration.

During the Advanced Operating Systems training, you will explore OSes related to various platforms. These include multi-core, distributed systems, mobile phones, parallel systems and Cloud Computing. The advanced-level course will only take you about five weeks to complete.

Udacity’s Advanced Operating Systems course describes the role of an OS in providing a good User Experience (UX). You will also learn about the interdependent relationship between software and hardware that power this rich UX in modern applications.

The Advanced Operating Systems syllabus extensively covers a wide range of topics, including abstractions, parallelism, distributed systems, virtualisation and more. You will learn via rich content, practical exercises, instructional videos and interactive quizzes.

The Programming with Arduino certification course is designed such that the candidates can learn elementary programming skills which are needed for New Media and Smart Technology. The course aims to educate and equip the students with tools for interactive programming applications by using inputs from the physical world. The candidates will learn these programming skills for screen-based applications and embedded applications. 

Through the Programming with Arduino programme by NIELIT, learners will get familiar with Arduino, basic electronics, the primary programming structure, and related concepts. They will develop an understanding of the Arduino board and sensor interfacing. Lastly, students will master the various applications with Arduino, for example, interfacing ultrasonic and gas-based sensors and interfacing HC-05 transceivers. 

The Programming with Arduino course takes around four weeks to complete. The candidates with prior knowledge of computers will be able to participate in this programme online and access the course tutorials after paying the course fee. After completing the course, the candidates will also qualify for an e-certificate which will be digitally signed.