List of Online Courses and Certifications

Advanced AI on Microsoft Azure: Ethics and Laws, Research Methods and Machine Learning microcredential is an extensive professional certificate covering a whole skill track to assist you in elevating your Artificial Intelligence career to new heights. 

You will explore advanced data research techniques using Python programming language. Also, this course will guide you through ethics and legal frameworks of AI and machine learning concepts. You will learn the design and implementation of AI solutions on the Azure cloud platform by Microsoft. 

With the help of learnings gained by studying the concepts of Advanced AI on Microsoft Azure: Ethics and Laws, Research Methods and Machine Learning course series, you will explore the development of predictive models for AI utilising advanced Azure machine learning. 

The Advanced AI on Microsoft Azure: Ethics and Laws, Research Methods and Machine Learning microcredential will equip you with the necessary knowledge about how to implement data research methods for lawful and ethical work in Artificial Intelligence and analytics.

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. 

Using Python for Research certification course by edX is being offered to teach the learners how to use Python 3 for their research. This course aims to fill the gap between introductory and advanced courses in Python. Also, it has been designed in collaboration with the experienced faculty of Harvard University.

Participants of this course will be able to use their Python skills for their research work. Participants will first go through the basic concepts of Python 3 and then they shall learn about the tools and techniques such as NumPy and Scipy, which are used in research settings. The course also includes a new module about statistical learning using the sci-kit-learn library. This Using Python for Research training course is a blend of guided introduction and independent in-depth exploration. Participants will be trained in various Python skills using various case studies selected for their scientific breadth and their inclusion of different features of Python.

There are 2 modes of study - Audit and Verified Track that can be selected by the candidates to complete their studies. In the case of Audit tracks, the candidates will get a particular time limit in which they will have to learn the course materials but in the case of Verified tracks, the candidates will have an unlimited period in which they may complete the course.

Learn the basic principles of Python, practice using it, and find out what it can do for the learners. To put students on the right track for further study in the areas of Python, Data Science, or other branches of programming, the professors will coach them through the fundamental knowledge and practical skills that form the basis of their education through the Python Mini Bootcamp certification course. 

This intense course teaches learners the essentials of Python, including its key ideas, data structures, control flow, and object-oriented programming. With a smaller initial investment and commitment, this Python Mini Bootcamp certification course by Code Labs Academy has the added benefit of providing participants with a preview of what a full Data Science Bootcamp with us might be like.

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The Data Structure And Algorithms Using Java certification course delves into essential data structures and algorithms, employing Java as the primary programming language. The course equips students to handle intricate software demands in today's Information Technology realm. Prior programming experience in C/C++/Java and basic knowledge of data structures is required.

Focusing on platform-independent, secure, and adaptable software development, the Data Structure And Algorithms Using Java certification by Swayam bridges theory and practicality. Participants gain expertise in Java-based implementations of data structures and algorithms, catering to diverse IT industry needs. It is tailored to prepare undergraduates for industry challenges.

Also Read: Online Java Certification Courses

The Operating System Fundamentals certification course provides a comprehensive exploration of computer software that manages hardware components. Aimed at undergraduates in Computer Science, IT, and related fields, it covers key aspects like process management, memory allocation, and security. The course has a duration of 12 weeks and industry support from software companies.

The Operating System Fundamentals certification by Swayam ensures a solid foundation for understanding and designing computer systems. The course covers crucial topics like process management and security and aligns with the GATE syllabus. Students gain practical insights into computer system design, ensuring readiness for both academic and professional challenges.

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The Software Engineering certification course offers a comprehensive exploration of the challenges inherent in managing and developing software on a grand scale. Students delve into essential concepts like life cycle models, requirements specification, design, and testing, learning strategies to navigate complexities effectively. Prerequisites include proficiency in C, Java, or C++ programming.

Catering to postgraduate Computer Science and Information Technology students, the Software Engineering certification by Swayam provides a deep dive into large-scale software project management. With 3 credit points, students gain vital skills and knowledge to tackle real-world challenges, emerging equipped to excel in the demanding landscape of large-scale software development.

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The Multirate DSP certification course caters to students with a foundational DSP background. It delves into intricate topics such as sampling, reconstruction, and sampling rate conversion using multirate building blocks. Through MATLAB-based exercises, students gain practical skills to tackle real-world DSP challenges in industries like telecommunications and biomedical engineering.

Covering applications like filter design, transmultiplexer, and delta-sigma A/D conversion, the Multirate DSP certification by NPTEL provides a comprehensive understanding of multi-rate DSP. It explores mathematical frameworks for Perfect Reconstruction Filter banks and crucial aspects of wireless communication, including capacity in wireless channels and multicarrier modulation.

The Image Signal Processing certification course delves into both basic and advanced concepts in image processing. Participants will explore topics such as image formation, geometric transformations, unitary image transforms, and advanced techniques like image restoration and 3D shape recovery. This course equips learners with valuable skills sought after by leading companies worldwide.

With a focus on real-world applications, including those in Google and Amazon, learners gain practical insights into the field's nuances and challenges. With the Image Signal Processing certification by NPTEL, students develop a solid foundation in digital image processing, preparing them for diverse career opportunities in industries at the forefront of technological innovation.

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.

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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.

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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.

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Android Applications have quickly changed the entire world and it still happens to be the producer of one of the most in-demand jobs across the world. For many coding enthusiasts, being the best at app development in android is a dream far away and out of their reach.

Coursera’s Developing Android Apps with App Inventor programme is a course that paves way for candidates to their dreamland with a university-level syllabus and instructors. Candidates with little to no experience or even computing knowledge can also achieve mastery in developing Android Applications with this course. It offers hands-on experience with the MIT App Inventor.

It is a block-based programming tool that works ideally for both beginners and students of intermediate level. Candidates will learn to develop completely functional apps from scratch suitable for any Android device. Moreover, it puts them in a much higher rank in the competitive world of today with the skills and experience gained.

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 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 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 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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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.

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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.

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 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. 

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.

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.

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.

Companies and businesses tackling digital transformation head-on. The Internet of Things, the Smart Infrastructure, the supply chain, and many more application areas are just a few of the areas where blockchain has a significant effect on the design and execution of digital business operations. EIT Digital developed the Blockchain 360: A State of the Art for Professionals certification course which is taught by Asja Kamenica - Head of EIT Digital Professional School and Enrique Barra - Ph.D. and is offered by Coursera.

Blockchain 360: A State of the Art for Professionals online training is designed for candidates who want to learn the fundamentals of blockchain technology and the best practices for its commercial applications. Blockchain 360: A State of the Art for Professionals online classes feature 3 hours of in-depth digital learning materials that explain what blockchain is and how it may be used in a variety of application fields, such as supply chain management, the internet of things, and education.

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.