List of Online Courses and Certifications

Design and Analysis of VLSI Subsystems Certification introduces students enrolled in this course to a detailed introduction to the topics of designing Digital CMOS VLSI subsystems utilizing delay, power, and area design metrics.

More emphasis is placed on power estimation, interconnect-aware designs, and discussions of a few power-benefitting designs in the Design and Analysis of VLSI Subsystems Classes.

All students get a Design and Analysis of VLSI Subsystems Certification by International Institute of Information Technology Bangalore (IIIT Bangalore) under the Swayam Initiative by the Government of India. 

The CIT-002: Introduction to Information Technology course is being provided by Indira Gandhi National Open University (IGNOU) and spread out over 12 weeks or three months. This course will give you the basics of information technology and touch upon various aspects of Information Systems.  

The CIT-002: Introduction to Information Technology programme covers the meaning of ICT and the emergence of the digital divide and cyberspace issues. This comprehensive course also explains the application of Information Technology. These applications include e-commerce, e-governance and education, which are thoroughly explained in this programme. 

Besides, the CIT-002: Introduction to Information Technology online course also has an extensive curriculum spread over 12 weeks, and the candidates will also receive a certification upon successful completion of the programme. Through this programme, you can learn about the uses and process of development of information systems. You will also understand the need for Management Information Systems (MIS) in the duration of this course.

Discrete Mathematics is known as the language of computer science. Learning discrete mathematics is going to be useful in many fields like data science, software engineering and machine learning. 

In this course, students will be solving math puzzles with proofs and their explanations to understand the concept of Discrete Mathematics thoroughly. The concepts of discrete mathematics today are used in various ways to understand different scenarios and the problems in all branches of computer science, such as programming languages, automated theorem proving, software development, computer algorithms and cryptography.

Swayam Discrete Mathematics Course is designed in a way to make sure students learn the concept of discrete mathematics in a fun way so they can understand its applications easily. 

Students don't need to have any prerequisites for this course, just a basic understanding of high school level algebra and arithmetic is required.

The course introduction to cyber security is offered by the Swayam platform under the guidance of MHRD [Ministry of Human Resource Development]. The duration for this course is 12 weeks and it is of undergraduate level. The introduction to cyber security training course offered here is a government-certified course and is free of cost. The enrolled candidate can achieve certification by paying a certain fixed amount according to the guidelines of the Swayam platform.

The category of students who can enroll themselves for this introduction to cyber security certification course in computer science and engineering students. All the students who are interested in taking this course can avail the course material, videos, references, and guidance of the instructor online only.

This course is highly recommended for students who are involved in computer science and engineering. This introduction to cyber security classes course is free of cost and is a government-certified course which makes this course easily accessible to different sections of society as well as unique and beneficial.

The course is about cloud computing which is a foundational capability for the success of business information systems. Cloud computing will fulfill the needs that the businesses need to adapt in the digital world such as scale, operating flexibility, and agility. 

Under this course, the candidates will explore components of virtualization, deployment on the cloud, network architecture, cloud computing models, and the Internet of Things. They will also learn the impact that cloud computing has on information technology and the advantages of cloud computing in a business environment.

The course Digital Ecosystem Infrastructure is for 12 weeks and will require the candidates to put in an effort of 8-10 hours a week and is an instructor-led course on a schedule. As it is an introductory level course the candidates will need no prior knowledge to enrol for this course. Candidates can either choose to audit the course without a certificate or via verified track by paying a fee which makes them eligible for the course certificate. 

Candidates doing this course by the verified track will have to purchase a textbook to complete the course successfully.

Beginning with the fundamentals, Design and Analysis of Algorithms Certification explains that an algorithm is a description or assertion of a series of actions that make up a method for deriving the required outputs from the supplied inputs. 

The analysis portion will help you better understand the resources an algorithm might employ to arrive at a solution, and Design and Analysis of Algorithms Classes place more attention on the critical elements in the development of new algorithms. 

Introduction to algorithms, asymptotic complexity, divide-and-conquer sorting and searching, the greedy technique, dynamic programming, backtracking, and branch and bound are just a few of the subjects covered in the Design and Analysis of Algorithms Certification Syllabus. 

All students get a Design and Analysis of Algorithms Certification by University of Kashmir under the Swayam Initiative by the Government of India. 

In the Database Management, Essentials course candidates can create relational databases, create entity relationship diagrams (ERDs) to construct databases, analyse excessive redundancy table designs and write SQL statements to extract information to fulfill demands for business reporting. Candidates can use either MySQL/ PostgreSQL/ Oracle to execute SQL statements and a database diagramming method like ER Assistant or Visual Paradigm to build ERDs as they improve these skills. 

Database Management Basics provides the basis for a career in data warehousing, the creation of databases, business intelligence, as well as for the entire specialisation in Data Warehousing for Business Intelligence. The Database Management Essentials course has been built in a way to provide a shared base for students of specialisation. Anyone taking this particular course will be able to jump right in with writing SQL statements in MySQL/ PostgreSQL/ Oracle. The Database Management Essentials course is the first one of the 5 courses in Data Warehousing for Business Intelligence Specialisation. This specialisation encompasses skills in data architecture that are increasingly important in a wide variety of fields of technology. 

Deep Learning for Visual Computing course’s aim is to educate the student about the stratified recognition task. This is a free course that covers topics including visual computing, ResNet, PyTorch, Python, GoogleNet, and more.

Swayam Deep Learning for Visual Computing is an appropriate option for people who want to become deep learning scientists, get into research, computer vision engineer, AI research scientist, etc. Join this course to make a career as a software engineer, deep learning engineer, IT artificial intelligence intern, research scientist, computer scientist, etc. 

The course type is ongoing and the length for this course is 12 weeks. There are no strict fee charges to enrol or study the Deep Learning for Visual Computing course, but for the certificate, the student needs to register and appear in an examination conducted in person at a chosen center. Regular assessments and one-on-one doubt clearing sessions are held by IIT-affiliated teachers.

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.

The Introduction To Algorithms And Analysis certification course offers a thorough introduction to mathematical modelling for computational problems. The course covers fundamental algorithms, algorithmic paradigms, and data structures, emphasising the practical relationship between algorithms and programming. 

Geared towards both undergraduate and postgraduate students, the Introduction To Algorithms And Analysis certification by Swayam enjoys industry support, making it pertinent for IT companies and ensuring its alignment with real-world applications. Participants gain a solid foundation in algorithmic problem-solving, equipped with essential performance measures and analysis techniques.

Also Read: Online Algorithms Certification Courses

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 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.

Also Read: Online Software Engineering Certification Courses

The SQL & Databases Programme certification course is crafted to equip students with essential skills and knowledge in managing and querying databases using SQL (Structured Query Language). This course offers a deep dive into the fundamental concepts of database management systems, SQL syntax, and practical techniques for manipulating data efficiently.

The program covers the top 10+ Generative AI tools such as ChatGPT, Perplexity.ai, Hugging Face, Llama 2, Microsoft Bing, OpenAI API and Poe.

The SQL & Databases Program training by Great Learning will explore a wide range of topics crucial for mastering SQL and database management. From understanding relational database concepts to designing database schemas, optimising queries, and implementing data security measures, students will develop and delve into the foundation of database administration and SQL programming.

Also Read: Online SQL Courses & Certifications

The Generative AI for Natural Language Processing certification course is designed to provide participants with comprehensive knowledge in utilising generative artificial intelligence (AI) techniques for natural language processing (NLP) tasks. The course is curated to empower learners to leverage advanced AI models to generate human-like text and create innovative solutions for various NLP challenges.

The Generative AI for Natural Language Processing training course by  Great Learning delves into a wide array of topics essential for understanding and implementing generative AI in NLP applications. Students will gain a deep understanding of the underlying principles of NLP systems and many more.

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 Modern Computer Vision certification course delves into classical and deep learning-based approaches to computer vision. Covering fundamental concepts like neurons and gradient descent, it discusses CNNs and traditional techniques such as edge detection and feature extraction. With industry support and expert guidance, students gain valuable skills for real-world applications.

The Modern Computer Vision certification by NPTEL equips students with the knowledge needed to tackle modern vision tasks. Students receive a well-rounded education from deep learning fundamentals to geometric vision techniques like 3D reconstruction. With support from various industry leaders, graduates are prepared for various career opportunities in research and industry.

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

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.

Innovation: From Plan to Product online certification is designed by The University of Queensland and taught by Tim Kastelle - Associate Professor at The University of Queensland, Anna Jenkins - Senior Lecturer in Entrepreneurship and Innovation at The University of Queensland, and Rachel Fitzgerald - Associate Director of Online Education at University of Queensland Business School, which is delivered by EdX for the candidates who want to master the fundamentals and more complex concepts of product development.  

Candidates willing to enrol in the Innovation: From Plan to Product online training must have a prior understanding of the concepts associated with business processes to build an innovative business model using the most efficient techniques, such as forecasting, prototyping, consumer identification, and financial modelling. Innovation: From Plan to Product online course incorporates approximately 10 hours of video-based lectures that cover topics like testing innovation, design innovation, valuing innovation, value chain, operational management, risk management, and more. This is a free programme offered by EdX and the candidates can upgrade their enrolment by paying the course fee and get unlimited access to the self-paced course. 

The Software Engineering Essentials program is offered by edX in partnership with TUM. It introduces learners to fundamental concepts of object-oriented software engineering. By taking this course, you will study and apply UML patterns, modelling, and project management techniques that are used to develop complex software systems.

Software Engineering Essentials certification course in an interactive online program spread over ten weeks of learning and activities. Each week's module includes various problems for you to solve and implement your knowledge. Multiple choice quizzes, drag-and-drop exercises, and peer review problems are a part of this certification course.

Moreover, Software Engineering Essentials training requires you to write source code in Java for given problems. For this, you will receive immediate feedback to improve your solution and perform better iteratively. You will also receive a verified certificate after completing this course which can be added to your resume, LinkedIn profile, or Curriculum Vitae (CV). 

The students may choose any one of the tracks available namely verified and audit to complete the programme. Both the tracks are self-paced but during the audit track, the candidates will get limited period access to the course materials. On the other hand, the verified track will offer unlimited access for the students to learn from the course.

The Fundamentals of Software Engineering certification by Carnegie Mellon University is a 10-week online course. The course is designed to enable learners to bring out, define, and assess the requirements of a software system. The Fundamentals of Software Engineering certification syllabus contains 10 modules where each module explores a specific aspect of software engineering fundamentals. By pursuing the Fundamentals of Software Engineering online course, participants will gain an understanding of software engineering allowing them to demonstrate it by contributing to a real-world software project.

The Fundamentals of Software Engineering certification by Carnegie Mellon University requires students to invest 5-10 hours every week. With this 10-week online certification course, students will be able to design and deploy a feature relating to an existing software system. They will also be able to build time and team plans for a software engineering project. Fundamentals of Software Engineering classes include case studies, programming assignments, crowdsource activities, and scenario- and problem-based learning. Get more details about this online certification course below.

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

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.

Designed to make you a pro at Structured Query Language (SQL), the SQL Nanodegree Programme by Udacity offers an in-depth training which will help you in learning the execution of core SQL commands to access, manipulate, control, and join data and data tables. Introduction to the language also includes tutorials on how to optimise SQL queries, clean data, and write select advanced JOINs for enhancing analysis performance.

With a primary focus on providing an immersive learning experience, the SQL course nourishes your skills in leveraging the power of SQL commands and functions, data cleaning methodologies for joining, aggregating, and cleaning tables. Candidates will get an insight into how to perform analysis on data stored in the relational and non-relational database systems to boost strategic decision-making.

Choosing the SQL Nanodegree Programme will make you proficient in determination, creation and execution of SQL and NoSQL queries that might manipulate and dissect large scale datasets. You will also learn to apply relational database management techniques that normalize data schemes and build supporting data structures for social news aggregators.

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. 

Today's world is rapidly transferring into digital space, where one will find large amounts of data being stored by all types of businesses and organisations irrespective of their size. It has become easy to create smart storage space for this data without spending much only because of the technological advancements. 

It has become extremely important for companies to systematically store the data and use it wisely. Here the need of a data engineer comes. To meet up to the expectations and stand out to be chosen by a good company one has to sharpen their skills, so here comes ‘Nano programme in Data engineering’ by ‘Udacity’ in collaboration with ‘Insight’. A wonderful platform where one can build their skills and beat the competition prevailing in the industry.

Blockchain Essentials training is a  three months online course. This online course is taught by Ari Juels and Rafael Pass. Cornell University designed and offered this course, which was delivered via the eCornell platform.

Users will gain knowledge of how cryptocurrencies such as Bitcoin use blockchain technology to enable peer-to-peer digital transactions. Then, with a solid understanding of the Bitcoin blockchain protocol's mechanics, you'll explore the troubles blockchains aim to solve and how they can assist your business goals. Finally, you will have a proposal for implementing blockchain-based in your organisation.

Also Read: 

• Blockchain Certification Courses
• Blockchain And Ethereum Certification Courses

Enterprise Application Development (JAVA) is a course that focuses on JAVA, which is a high-level programming language known for its simplicity and versatility. It is an object-oriented programming language that allows the user to create secure and portable applications. Taking a course on JAVA will familiarise the learners with programming fundamentals and concepts and introduce them to object-oriented programming.

Enterprise Application Development (JAVA) certification by Aptech Learning is a short-term course that explores the fundamentals of JAVA, covers the basics of the programming language, and guides the learners on how to write efficient and lean JAVA programs. The course introduces the students to JAVA development tools that will facilitate the development of the programmes. They will learn about concepts like web development and database integration.

The Enterprise Application Development (JAVA) certification course consists of three 2-hour lectures conducted on a weekly basis over a period of two months. The course It explores the various concepts and tools of JAVA and prepares the students to pursue a career as a JAVA expert.