List of Online Courses and Certifications

The Matrix Computation and its Applications certification course is a 12-week duration programme. To join this certification course the students must have a basic knowledge of matrix theory. The course provides a comprehensive curriculum to the candidates such as an introduction to binary operations, vector spaces, subspaces, and linearly independent and dependent vectors.

 The Matrix Computation and its Applications certification by NPTEL is designed for undergraduate and postgraduate students. The certification course focuses on applications of matrices in various areas of engineering and science. Students gain hands-on experience and will be able to apply the learned concepts in real-world scenarios with the support of leading industry experts from IIT Delhi.

Also Read: Online Mathematics Courses & Certifications

Theory of Groups for Physics Applications certification course is a 12-week online programme that provides students with the fundamentals of group theory's and its wide-ranging applications in physics. Students are provided with a gap between mathematical concepts and their practical utility in physics through the Theory of Groups for Physics Applications Certification by NPTEL.

Students develop a deep understanding of how group theory is related to various branches of physics. This course also harnesses the power of group theory to unlock new insights and solve complex problems through the Theory of Groups for Physics Applications certification training.

Also Read: Online Physics Certification Courses

The Advanced Distributed Systems certification course is a 12-week duration programme. The prerequisite for this course is the students must know the data structures (2nd-year level) and operating systems. The certification course covers an extensive curriculum that includes epidemic and gossip-based algorithms, Napster and Gnutella, DHT - Chord, Pastry and BitTorrent, logical clocks, and Mutual Exclusion Algorithms.    

Students will gain in-depth knowledge of distributed leader election, distributed minimum spanning tree, and the FLP result. The Advanced Distributed Systems certification by NPTEL is designed for UG and PG students (Computer Science and Electrical Engineering). IBM, Amazon, Google, Microsoft and some of the related companies support this certification course.

Also Read: Online Computer Science Engineering Courses & Certifications

This Back-End Development certification course is offered to the students by MIT in association with the platform of Emeritus. This course is designed for every student who has an understanding of web development. Candidates who enrol in the programme will be able to learn the concepts along with different software tools. The Back-End Development certification syllabus is in the online mode. The duration of the course is 11 weeks. Students have to spend 15 to 20 hours per week to complete the syllabus. The course offers flexible payment options and a special group enrolment facility too. Participants need to score at least 75 percent marks to get the certificate for the Back-End Development online course. 

The Web Development with JavaScript certification course is a ten-week online course that requires a minimum of 15-20 hours of study per week. The course is designed by MIT xPRO in collaboration with Emeritus. It is an instructor-led course and Prof John R. Williams and research scientist Abel Sanchez will be your educators.

Web developers and tech employees who have appropriate technical skills are in demand. The Web Development with JavaScript certification by Emeritus and MIT xPRO focuses on developing fundamental skills in web development using HTML, CSS, and JavaScript. The course will showcase coding demos and insights from renowned sources. Candidates will develop practical coding skills required in the fast-growing modern-day market.  

The Web Development with JavaScript online course will start with the orientation week to brief the candidates about its features and components. The candidates will learn from content that is examined by experts to ensure thorough comprehension. Upon completion, learners will receive a digital certificate from MITxPRO. They will also be able to create their personal shareable GitHub portfolio that will enhance their job prospects.

The Digital Design certification finds applications in a wide variety of fields such as mobile phones, vehicles, medicine, and computers. This industry has grown several folds over the last 2 decades, resulting in significant blue-collar careers around the world. Moreover, computing systems constitute the main elements of computer engineering.

The Digital Design training delivered at edX focuses on elementary-level information relating to the building blocks of digital systems. Electronic circuits and logic gates will be covered in detail from a practical standpoint. The objective will be to combine simple blocks into a more robust structure. As a result, advanced digital structures will be possible.

You will find the course pedagogy fun, which would lead to better concept reception. It lends immense value to being in the designer’s seat of a project. Another inherent advantage of electronics is that the components are more economical than other fields of engineering such as Mechanical and Electrical. The candidates who enrol in any track of the course will be able to progress at their speed. Both tracks - audit and verified may be opted for by the candidates for finishing the course. If the candidates want to learn for free without a certificate they may choose the audit track which is open for a limited period of access. For unlimited paid access the students should switch over to the verified track.

The artificial intelligence (AI) revolution is transforming our world, and the demand for skilled professionals who can harness AI's power is on the rise. Artificial Intelligence, provided by Carnegie Mellon University’s School of Computer Science along with Emeritus, is a 10-week long online certification course that provides a comprehensive overview of the theory and practice of AI, with a focus on modern computational techniques for representing task-relevant information and making intelligent decisions. The Artificial Intelligence certification by Carnegie Mellon University’s School of Computer Science covers a wide range of topics, including machine learning, natural language processing, computer vision, and robotics. 

With the help of Artificial Intelligence certification, you will gain practical experience by working on real-world projects, such as developing decision support systems for medical environments, recommender systems for ad targeting, and intelligent systems for autonomous work environments.

The skills learned in this course are applicable across a wide range of industries, including healthcare, finance, manufacturing, and transportation. By opting for the Artificial Intelligence certification course, you will be well-positioned to help organisations stay ahead of the technology curve and apply AI-powered solutions to real-world problems.

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• Online Artificial Intelligence Certification Courses
• Online Automation Certification Courses

Computer vision is a rapidly growing field with applications in a wide range of industries. The Computer Vision certification by Carnegie Mellon University's School of Computer Science is a 10-week long online certification course that provides a comprehensive introduction to the theory and algorithms used in computer vision systems. Emeritus along with CMU is providing this course. Computer Vision covers a wide range of topics, including image detection, recognition and processing, 3D reasoning, and video analysis. It also provides insights into the real-world uses of computer vision technology.

The Computer Vision certification is ideal for technology professionals who want to learn more about computer vision and how it can be used in their work. It is also a good fit for machine learning engineers who want to gain hands-on experience with computer vision tools and techniques. 

The Computer Vision certification course requires knowledge of multivariable calculus, linear algebra, probability, and statistics, as well as Python programming. This course is taught by leading experts in the field of computer vision. Additionally, the course includes a capstone project that allows students to apply their skills to real-world problems.

Deep learning is a powerful technology that is being used to solve problems in many different areas. Deep Learning is a 10-week-long online certification course which is brought to you by Carnegie Mellon University’s School of Computer Science Executive and Professional Education along with the online education provider Emeritus. This online course will teach you the basics of deep learning and how to apply it to real-world problems. With the help of this course, you will be able to understand how neural networks operate, identify the right architecture for your needs, and generate and refine deep learning models.

The Deep Learning certification by Carnegie Mellon University’s School of Computer Science will teach you the basics of deep learning and how to apply it to real-world problems. You will learn about different neural network architectures, including CNNs and RNNs. You will also learn about the concepts necessary to solve time-based problems.

Also Read: Online Deep Learning with Python Certification Courses

Offered by Verzeo, the Internet of the Things certification course is of 2 months duration. This course has 3 different modes to choose from like Self-Learning, Mentor-Led, and Advanced versions, each one equipped with a completion certificate. Verzeo is a basic e-learning platform that gives a holistic experience of learning.

The concept of IoT has grown, and also evolved in due course of time in recent years, and this advancement has led to the growth and development of the Internet of the Things training course by Verzeo. This course actually equips all the students of this new generation with skills so that they can be at par with all the upcoming trends.

Certificate Programme in AWS Foundation and Architecture aims to train and certify on a widely used Cloud platform called Amazon Web Service (AWS). This is the only programme in the industry to offer lab experience for every task performed by AWS. Cloud Computing gives a lot of opportunities to both freshers and professionals who are already working in the industry.

While pursuing a Certificate Programme in AWS Foundation and Architecture course online, aspirants will get a chance to attend 12+ hours of live webinars for concept explanation and implementation through lab practice and assignments. There will be 2 mini projects on the AWS platform. Aspirants can earn an AWS badge on the Cloud Literacy programme for going through rigorous training on AWS official courseware. 30+ hands-on exercises will be there to perform important tasks on cloud platforms to get a real-time experience of working in a cloud environment. 

Aspirants will get access to AWS to educate the job portal. There will be credits of USD 75 on AWS education to perform hands-on public cloud environments. To do projects and assignments, the ‘Classroom’ platform feature from AWS education will be available. In the form of meetups and webinars aspirants will get industry interactions. Aspirants will get a key understanding of private cloud and public cloud platforms.

The Problem Solving, Python Programming, and Video Games training course by Coursera is an introductory programme in the field of Python programming and computer science. The programme places heavy emphasis on computer science techniques and methods such as problem decomposition, problem-solving (computational thinking), algorithms, software quality, and abstraction.

Moreover, the Problem Solving, Python Programming, and Video Games programme use the medium of video games through the Python programming language to help you consolidate various computer science techniques you have learnt throughout the programme. But the concepts are not limited to the domain of video games. Candidates can apply them to multiple other functions such as software development, machine learning, artificial intelligence, and more.

Also, the participants of the Problem Solving, Python Programming, and Video Games online course get access to the interactive learning objects. Interactive learning objects or ILO is a virtual environment integrated with the certification course to provide you with a platform for practising and developing algorithms, video games, functional test cases, and problem descriptions.

Lastly, upon successful completion of all the programme modules, practical exercises, and assignments, you will be eligible for the Coursera course completion certificate. 

The Enterprise Application Development (.NET) course by Aptech Learning focuses on designing and developing services that access local and remote data from different sources. Enterprise application or software is used in several organisations and companies to satisfy needs and improve productivity. Students will also learn the deployment and development of services in hybrid environments. 

In the Enterprise Application Development (.NET) course, candidates will become adept in the enterprise application. They will learn to use the application to solve enterprise problems and carry out the daily functions and tasks with ease. The two months short term course is a professional programme meant to train candidates in .NET technology that is used in enterprises to increase efficiency. 

In addition to the comprehensive learning experience, candidates will have access to facilities such as placement assistance for jobs, free study material, a student loan facility as well as an online community forum for peer discussion and feedback. 

Software domain is managing projects that run on a software or a group of software. As the number of projects being undertaken by companies all around the world increases, so does the demand for this job. The Software Project Management certification course offers the needed skillsets for this job to its candidates with an expertly designed curriculum.

The Software Project Management training course has been designed by industry experts to teach the candidates how to effectively make the most of the tools present with brilliant techniques in order to manage the development that the software is making along with its products. Software project managers are quickly becoming very sought after as the skill they require is very different from the skills of coders and thus presents a great opportunity to those who have a certificate in this degree.

This Generative AI Mastery Certificate for Software Development course helps as a bridge the gap between traditional software development practices and the emerging field of generative AI. By integrating AI tools into the development lifecycle , professionals can significantly improve coding efficiency, automate repetitive tasks and build more robust applications. With the flexible duration of 2 months, this Generative AI Mastery Certificate for Software Development course curriculum covers various aspects of AI-assisted development, including code generation, optimization, and debugging. With a flexible online format, this course is tailored to accommodate the schedules of working professionals.

Mordor Intelligence have estimated that the market for XR will grow from USD 26.05 billion in the year 2020 to USD 463.7 billion by the year 2026. This is a 63 % CAGR. So the field is quite promising. The Virtual Reality and Augmented Reality certification course offers a comprehensive curriculum that takes candidates through XR technologies. The students will gain valuable insights from MIT faculties as well as industry leaders. 

The Virtual Reality and Augmented Reality certification course by Emeritus and MIT takes the candidates through crucial XR (Extended Reality) concepts. This will enhance their skills in XR system elements. The candidates will learn about various processes, approaches and design principles. They will also develop the skills to consider requirements of clients in XR design and incorporate them into specific applications in Augmented Reality and Virtual Reality. Thus the candidates will be better positioned to conceive XR system ideas, communicate them with developers, and make recommendations to clients and other key stakeholders. The candidates taking the in a nutshell will learn to define, visualize, and pitch your XR game concept. 

The course Industrial Internet of Things (IoT) on Google Cloud Platform (GCP) is designed by the Google Cloud team. Here, you are going to learn every fundamental detail about sensors, devices, and analysis. However, even though you will get to learn about sensors and devices the main focus will be on the cloud side. This course is designed in a different way from many other Coursera courses as here your major learning is going to be through quizzes, projects, and labs.

You will learn about the nuances of scaling, device communication, and processing streaming data. And as mentioned before you will learn the cloud side of IIOT through simulated lab devices. 

Some skills that you will learn here that will help you grow in your career includes the cloud side of IoT, Cloud IoT Core, Pub/Sub, and Dataflow, implement a pipeline from their device to BigQuery and Dataprep, store data on Cloud Google storage and use BigQuery and Dataprep to gain insights into IoT data.

Throughout, you will get to practice these skills in almost 7 labs. After that, you will get a chance to test yourself in a Capstone lab using Cloud IoT Core Inspector.

Swayam is an educational programme inaugurated by the government of India to distribute education digitally to all the students across India. This course is free of cost available to all students of any sphere. It is divided into nine categories imparting education in almost every field.  

One such course is the Libreoffice suite base offered by Swayam. Its workshops are conducted by the spoken tutorial project. Libreoffice base is the database of the LibreOffice suite. Base is just like Microsoft access, free, open source software. This course will help you in generating and designing reports, retrieve information using queries, perform data entries and view those entries. It is suitable for windows, macintosh and gnu/Linux os.

They have 22 audio-video spoken tutorials by which you can complete this course successfully by your own self. Firstly, install the LibreOffice suite by this link https://spoken-tutorial.org/libreoffice-suite-base-installation-sheet-english.pdf/ and then read the instructions given carefully. Then refer to https://spoken-tutorial.org/libreoffice-suite-base-instruction-sheet-english.pdf/ for understanding how to learn from the spoken tutorials. 

Elective course in which anyone can enrol which means it is multidisciplinary. They have referred to certain books. It is targeted towards students, working professionals, research scholars and community at large.

Pursuing Calculus of Several Real Variables programmes will help students who want to learn advanced Physics, Mathematics, Economics, Engineering, Business Management, Operations Research, and even Biology. The curriculum is divided into an 8-week plan. Jaydeep Dutta, a professor with the Department of Humanities and Social Sciences at Indian Institute of Technology (IIT) Kanpur, will be your programme instructor.

When it comes to multivariable calculus, the first issue is that of limits. And when you have a function in two variables, you are working with a plane instead of a line. There are infinite approaches to reach a given point on a plane, and the limits that you take must give you the same value through all of these countless approaches. That is what the Calculus of Several Real Variables course covers extensively.

The Calculus of Several Real Variables training also covers the basics of vectors, continuity, partial derivatives, multiple integrals, the Stokes theorem, Gauss divergence theorem, Green’s theorem, and Taylor’s theorem. The undergraduate-level course is entirely online. Students will receive accreditation from IIT Kanpur and National Programme on Technology Enhanced Learning (NPTEL) if they fulfil the certification eligibility criteria.

The Quantum Information and Computing certification course is an online programme that offers a comprehensive exploration into one of the most revolutionary fields in contemporary science and technology. Students are equipped with the knowledge and skills necessary to navigate the complex landscape of quantum information and computation with the Quantum Information and Computing Certification by NPTEL.

Students are provided with a solid understanding of how quantum principles can be harnessed to revolutionise computation and secure communication. Thus, they gain practical experience in programming quantum algorithms and quantum systems through the Quantum Information and Computing training.

Also Read: Online Quantum Computing Certification Courses

A course in Computer Science, Secure Software Development: Implementation aims to provide a comprehensive overview of how to develop secure software and counter the problem of constant security attacks. It is a self-paced course of seven weeks duration.

The Secure Software Development: Implementation syllabus comprises a detailed explanation of the software development basics. While focusing on practical approaches, this course dives deep into how you can improve information security even with limited resources. 

The course is the second course in the three-part Secure Software Development Fundamentals Professional Certificate programme. It has been developed by the Open-Source Security Foundation (OpenSSF), a Linux Foundation project. 

If you enrol through the 'Verified Track', you will have to take a final exam to earn the course completion certificate. You can also benefit from graded assignments, shareable certificates, edX support, instructor support, and finally, unlimited access to the course content. 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.

Secure Software Development by EdX is a self-paced and 'free to start' course that falls under the domain of Computer Science. The course has been offered by Open Source Security Foundation, a project of LinuxFoundationX in partnership with the edX learning platform. This is the third instalment in the Secure Software Development Fundamentals Professional Certificate.

Furthermore, the Secure Software Development online course is suitable for software developers who wish to learn how to counter software attacks. The curriculum has been carefully curated to include topics like fundamentals of developing secure software and how to improve information security with limited resources. After learning this course, one can create systems that are harder to attack and are quick to respond in case of latent vulnerabilities. 

The Secure Software Development certification syllabus also explains how software can be verified for security and developing threat models. Lastly, you can enrol in the programme using the audit or the verified track as per your learning goals and preference. In the audit track free course access for a limited time is offered and in the verified track paid but unlimited access is offered.

Modern-day software is constantly under attack, and software developers are unaware of how to counter these attacks. The Secure Software Development certification course aims to cover the basics of building secure software. This programme, best suited for web application developers, DevOps professionals, software developers, software engineers, etc., highlights the practical steps possible with limited resources to make any software attack-resistant and enhance information security.

The Secure Software Development online course focuses on risk management and allows software developers to build and sustain systems that are harder to attack. It also teaches how to reduce the overall damage when the attack attempts are successful and accelerates the response time to repair any hidden vulnerabilities. The curriculum also includes potential security requirements, supply chain evaluation, secure design principles, and selecting and acquiring reused external software to improve security.

The Secure Software Development programme, crafted by the Open Source Security Foundation (OpenSSF), from the Linux Foundation is an introductory study in the computer science domain. It is a part of the Secure Software Development Fundamentals Professional Certificate programme. The seven-week-long course is self-paced, free to start, and entails one to two hours of weekly dedication. 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.

All modern organisations are extensively involved in absorbing, processing, and generating information. These processes are becoming increasingly digital, and being able to interact with data and software flexibly is a crucial skill. For this purpose, edX has launched the Unix Tools: Dara, Software and Production Engineering Certification Course. 

Candidates will get full knowledge of the Unix shell and its command-line tools in the Unix Tools: Dara, Software and Production Engineering Training. Unix tools also make it easier to perform computing tasks, thus improving the efficiency of professionals. They will also learn how to use Unix tools for prototyping and implementing big data workflows. 

This is an intermediate-level course on Unix tools and will impart all relevant knowledge about running them on hardware. The Unix Tools: Dara, Software and Production Engineering Course consists of interactive examples and regular tests and assessments to check the candidate's knowledge. It is a self-paced online course, in which candidates can learn at their convenience and obtain the certificate. There are 2 tracks namely audit and verified tracks offered by Edx which need to be chosen by the candidates for learning the course. The verified track offers unlimited access with a certificate whereas the audit track offers limited period access to the course materials with no certificate.

The Salesforce Platform Developer 1 Certification Training course by Edureka is a 6.5 week course designed to help you develop and deploy basic business logic and user interfaces with the use of programmatic capabilities of the Force.com platform. 

The course enables the candidates to write business logic customizations using Apex triggers and classes with the help of SOQL and DML. Also, to design programmatic solutions that take advantage of declarative customisations. 

The Salesforce Platform Developer 1 Certification Training programme also teaches you to design programs on a multi-tenant platform. In addition to this, the course also teaches you how to write Visualforce markup and code to customise the user interface.

Moreover, the curriculum includes modules on how to make use of the built-in testing framework to test Apex and Visualforce code. Upon completion of the Salesforce Platform Developer 1 Certification Training course, you will become an expert in writing business logic. Besides, you will also learn the art of using Visualforce UI customise applications.

The Systems and application security online program by Coursera is the last of the six courses available under the Systems Security Certified Practitioner (SSCP) specialization course offered by (ISC) 2. With a properly structured syllabus, this course promises an in-depth knowledge of computer codes that can be extremely harmful and malicious.

The Systems and application security online certification course will familiarize you with various aspects involved in the security of a system, like a device security, cloud infrastructure security, big data systems security, and virtual environment security. It will give you proper guidance to pursue the best IT security jobs available and will help you to demonstrate the knowledge gained with confidence.

The training and certification course in Systems and application security is a balanced amalgamation of online video lectures, graded assignments, quizzes, and readings that will help you to cover all the intricacies involved in the area of cybersecurity. This program will give you knowledge about all malicious computer codes, non-technical and technical attacks, and how you can secure systems. Upon completion, you will earn a shareable certification as well.

The Practical Reinforcement Learning programme by Coursera is the fourth out of the seven courses included in the ‘Advanced Machine Learning Specialization’. Offered by the National Research University- Higher School of Economics, this online programme will make you an expert in the field of machine learning.

Reinforcement Learning is one of the fundamentals of machine learning. Without getting a good grasp of this particular area, one cannot master the art of artificial intelligence. With the certification course in Practical Reinforcement Learning by Coursera, you can get in-depth knowledge about Reinforcement Learning and hone the various skills required to master this area of machine learning.

The Practical Reinforcement Learning online course by Coursera is well equipped with a planned curriculum as well as offerings like graded quizzes and assignments, peer feedbacks, practice quizzes, etc. that will help you to become proficient in this field. You will earn a shareable certificate upon completion as well.

The Practical Reinforcement Learning online programme by Coursera is a full package that covers all the core concepts of Reinforcement Learning, including free methods, dynamic programming, value-based methods, neural networks, algorithm-writing, model-free methods, and more.

The course Competitive Programmer's Core Skills offered by Coursera is collaborated with Saint Petersburg University to offer the basic programming skills on any type of platform. For aspirants who are looking for coding practice online and to get hired as a programme developer, the programme helps them to a large extent. Learners are made to learn the skills that are required to capture programme logic efficiently. Thereby learners can learn programming easily in the desired platform at the end of completion of the course.

In the engaging software environment, everyone is interlinked with software and development and even for any updates, there is a vast use of programming in an organization or at any other place. Here the course comes into a need with all the basics of programming aspirants can learn for new developments. Thereby every organization looks for programme developers and programming testers to work with errorless results. Programming has made new developments in technology and it is an endless process

The course of Internet of Things [IoT] using Raspberry Pi is presented by the Gangtok branch of the National Institute of Electronics and Information Technology. The course gives an amazing chance to all the people who want to learn about the Raspberry Pi. The program additionally gives learning opportunities to all the learners who want to explore the internet and (IoT). 

Candidates who are interested in pursuing this particular program should invest 60 hours for learning from this course. Certification of this course available from the National Institute of Electronics and Information Technology. Learners are able to acquire all the knowledge about the programming of Raspberry Pi and processes connected to it. The candidates will get enough experience and skills through this course which can help them to work professionally in the field. Students can understand the techniques and fundamental tools required for the programming Raspberry Pi and the internet of things (IoT).

The Angular Certification Training course by Edureka will help you learn the entire framework of Angular 8, right from scratch. You will learn about the key concepts of Angular, including its components, modules, data binding, Angular animations, forms, and using Pipes and Directives for DOM manipulation. 

Moreover, the Angular Certification Training course by Edureka will also focus on using Dependency Injection (DI) and Services for component interaction, communicating with backend services through the HTTP protocol, and more. The training module consists of hands-on assignments and projects to aid you in effective learning. Moreover, you will have instructor-led online sessions by active practitioners of the IT industry. 

Furthermore, the Angular Certification Training course online allows you to study through video sessions, PDFs, and PPTs to keep things easier. The training course encompasses all the necessary lessons and skills essential to make you an enhanced Angular 8 professional, able to create responsive, interactive, and dynamic web applications. Upon course completion, Edureka will award you with an Angular Developer Certificate as well.