List of Online Courses and Certifications

In the field of electrical and electronics engineering, circuit and system-level designs play a significant role. The CMOS Digital VLSI Design course by Swayam is an excellent start to learning the basics of design specifications and system-level blocks. The course is equipped with assignments that aren’t only conceptual but are hands-on for the betterment of the candidate's understanding. 

Meanwhile, the CMOS Digital VLSI Design certification syllabus covers important technical concepts like MOS Transistor, CMOS inverter, combinational logic design, power analysis, SPICE simulation, sequential logic design, to name a few. The course begins with the basics and deep dives into complex digital circuits that are an integral part of the current technology. 

Taught by Prof. Sudeb Dasgupta from IIT Roorkee. It is beneficial to both undergraduate and postgraduate students interested in pursuing their careers in the field.

The Machine Learning ML program focuses on the scientific discipline that is related to the genre of Machine Learning and helps the students to develop algorithms to help the students find patterns that are related to make predictions from the domain of empirical data. In the online course on Machine Learning, ML by Swayam, the students would be finding patterns or will be making predictions from the given empirical data. 

The certification program over the course of eight weeks will be focusing on the following- Forms of representation, Examples, demos and exam preparations, Learning enabled by prior theories, Tools and resources + cognitive science, and Machine learning-based artificial neural networks. The Machine Learning ML certification course will be benefiting the students to incorporate the knowledge of machine learning in real-world examples and tree-based inductive learning along with logic programming. The session will be making the candidates professionally ready.

The Analysis and Design Principles of Microwave Antennas certification by IIT Kharagpur via Swayam is an 8-week online course. The course deals with the basics of microwave radiation to numerical computation of antenna currents, antenna pattern synthesis, and Impulse Radiating Antennas (IRAs). The Analysis and Design Principles of Microwave Antennas certification syllabus provide undergraduate and graduate students with fundamental concepts of antenna theory. It will also help the design engineer to acquire different state-of-the-art techniques of antenna analysis and design.

The Analysis and Design Principles of Microwave Antennas certification course requires candidates to have basic knowledge and understanding of Electromagnetic Theory, Electronic network theory, and Transmission line. Students will be provided with a digital certificate on the successful completion of the exam. Undergraduate and graduate students from an engineering or science background can enrol in the Analysis and Design Principles of Microwave Antennas online course offered by IIT Kharagpur via Swayam.

Advanced Linear Continuous Control Systems: Applications with MATLAB Programming and Simulink certification is an 8-week course developed with the associative efforts of institutions like Swayam, NPTEL, and IIT Roorkee. The main idea behind his certificate programme is to help the participants understanding the basics of the advanced concepts of linear continuous control systems. This e-certificate course is taught free but the exam is offline and chargeable.

Advanced Linear Continuous Control Systems: Applications with MATLAB Programming and Simulink training will be teaching the ways advanced control engineering is used in the multidimensional facets of engineering. Along with the above topics, the candidates will be controller design, observability, learning controllability, and observer design with the support of both practical, and numerical examples where the credit points designed is 2, and which is significant for both the certification or credit transfer.

The Introduction to Launch Vehicle Analysis and Design certification course is an AICTE approved course which is available on the website at zero cost. The course deals with the topics of aerospace engineering which includes launch vehicles that are used in space for transporting objects. Participants will get deep knowledge and information on the topic as each topic is discussed separately with examples and activities throughout the Introduction to Launch Vehicle Analysis and Design certification syllabus. The course is available throughout the year in the online mode for the students. The course takes 8 weeks to get completed, however,  candidates will get access to the program after the mentioned time. 

Candidates get to be certified participants in the Introduction to Launch Vehicle Analysis and Design training. The certificate can be achieved through the registration fees for the exam and a qualified proctored exam. Students can learn from the program according to their conditions. Students do not have to meet any deadlines or requirements for this course and can study from the program without any limitations. The Introduction to Launch Vehicle Analysis and Design online course not only includes lectures but also provides discussion groups, tests, quizzes, etc. for a better understanding of the subject to the students. This is self-paced training and students are allowed to learn from the provided notes whenever they require.

The Traditional and Non-Traditional Optimization Tools training is designed to explain the optimization process and its principles in depth. You will study traditional optimization tools during this course, including their subgroups, namely - direct search and gradient search methods, steepest descent, random walk method, etc. You will become aware of the significance of optimization to develop the most efficient product at the lowest cost.

The Traditional and Non-Traditional Optimization Tools online program also provides insights into non-traditional tools of optimization such as the genetic algorithm (GA), particle swarm optimization, simulated annealing, etc. It is an eight-week-long course with 20 hours of video lectures, where these methods will be explained along with relevant numerical examples.

The Traditional and Non-Traditional Optimization Tools certification course teaches working principles of multi-objective optimization. These include goal programming, distance-based Pareto-GA, weighted sum approach, and more. You will also understand techniques to handle constraints, benefits, and drawbacks of GA. This elective course also provides a completion certificate when you fulfill certain criteria. 

Robotics' field is gaining traction, thanks to the various technological advancements. Thus, to cover such advances in-depth, you can join the Robot Modeling online course by EdX. It gives a broad perspective on robotics' scope through two significant frameworks in the field, namely modeling and control.

This course brings a traditional view and deep dives into the current advancements in the application of service and field robots. Moreover, the Robot Modeling certification syllabus covers the concepts such as the kinematics of robot manipulators derived using Denavit-Hartenberg convention and homogeneous transformations.

Along with this, the course also touches on inverse kinematics problems. It also delves into the two approaches of Lagrange formulation and Newton-Euler formulation. As such, this course provides a holistic learning experience to the candidates.

Offered by Federica web learning via EdX, the Robot Modeling programme is taught by Bruno Siciliano, a university professor of control and robotics. This short course is excellent for students who want to build a foundation in Robotics. One can choose anyone from the audit or the verified track. Both these tracks are self-paced and can be pursued at their own pace. The verified track offers paid but unlimited access to the materials of the course and the audit track offers free but limited course access.

The innovation in robotics and applications has led to a rising stimulation of interest amongst teachers and students of engineering. IIT Roorkee and Swayam have created the Robotics and Control: Theory and Practice certification course to offer students the opportunity to learn more about this growing field and build a career in robotics research. You will learn about modelling, control and planning. 

The Robotics and Control: Theory and Practice syllabus by IIT Roorkee is taught over eight weeks. It is divided into two parts. The first part on fundamentals of robotics discusses topics like homogeneous transformations, DH algorithm, rotation. The second part on applications of robotics includes topics like exoskeleton and robotic needles. 

The Robotics and Control: Theory and Practice by Swayam is an eight-week course with verification from AICTE as an FDP course. IIT Roorkee’s top professors from the Departments of Mathematics and Electrical Engineering will be leading this online program. Candidates will receive eight graded assignments. In the end, there will be two exams for those who want to receive the certificate.

Introduction To Molecular Thermodynamics is an undergraduate-level online course. The course on molecular thermodynamics is 8 weeks long. Though the programme is free to enrol and learn, the learners should pay the exam fee and crack it to be eligible for the certification.  Introduction To Molecular Thermodynamics Certification Course will provide you with a sheer glimpse into molecular thermodynamics and fundamental concepts of statistical mechanics. 

Introduction To Molecular Thermodynamics online course is offered by Swayam in collaboration with  IIT Kharagpur. The learners who are interested in joining the course are recommended to have prior knowledge of  probability and statistics and quantum mechanics to get full advantage of the programme. The online programme is developed and led by Prof. Srabani Taraphder, a professor at IIT Kharagpur. 

A masters or PhD level research project is a huge task. The Research Methods: An Engineering Approach programme breaks it down into parts and looks at it from a fundamental point-of-view. The course will teach you the elemental principles required to undertake research projects from an engineering outlook.

The principal theme of the Research Methods: An Engineering Approach online course is viewing research as a process of producing knowledge that does not yet exist. The programme aims to present the existing research methodology in a more appropriate way for engineers. With this course, you will understand how and when your research output contributes to knowledge.

The Research Methods: An Engineering Approach certification course will provide you with the abilities to create, plan and design your research successfully. You will be able to conduct proper research in your area of interest to accomplish the desired results.

The Introduction to Adaptive Signal Processing certification course delves into the vital realm of adaptive filters, pivotal in contemporary signal processing, communication, and control applications. Its versatility in handling unpredictable data conditions makes it indispensable in areas like radar, sonar, wireless communications, and more. 

Tailored for students in various disciplines, the Introduction to Adaptive Signal Processing certification by Swayam introduces adaptive filters, closely tied to neural networks and machine learning. The eight-week elective course, backed by industry giants like Qualcomm and DRDO, offers a foundational understanding, preparing participants for advanced studies in this field.

The Introduction to Law on Electricity certification course explores the transformative reforms in the Electricity sector, centering on the groundbreaking Electricity Act of 2003. Over 8 weeks, students of Law, Electrical Engineering, and Energy Science delve into the shift from a single-buyer to a multi-buyer model, fostering competition. 

The Introduction to Law on Electricity certification by Swayam covers renewables and pertinent legal provisions, making it a vital elective for a holistic understanding of the sector's legal dynamics. The course is supported by the Power Sector, emphasizing its importance in understanding the legal aspects of the electricity industry upon completion.

The Introduction to Polymer Science certification course delves into the intricacies of polymers, indispensable materials in today's industries. Covering synthesis, characterization, properties, and applications, it addresses contemporary challenges in polymer research. The course is geared towards Chemistry, Chemical Engineering, Material Science, Physics, and Polymer Science students

The Introduction to Polymer Science certification by Swayam requires a basic understanding of first-year Chemistry. Industry support from giants like SABIC, Solvay, and Shell underscores its practical relevance for aspiring professionals, with a core status, 8-week duration, and 2 credit points for successful completion.

The Petroleum Technology certification course offers a comprehensive exploration of crude petroleum storage, recovery, evaluation, and processing for undergraduate and postgraduate students in Chemical Engineering, Chemical Technology, and Petroleum Engineering. Delivered through lecture videos, the curriculum covers techniques to meet both Indian Standards and market demands.

Industry support is expected from companies involved in crude petroleum and petroleum product processing. The Petroleum Technology certification by Swayam provides a detailed view of the steps in petroleum processing, equipping students with valuable skills. The course is tailored for those seeking careers in the dynamic field of petroleum technology.

Also Read: Online Petroleum Engineering Certification Courses

The Rheology and Processing of Paints, Plastic, and Elastomer Based Composites certification course provides a comprehensive introduction to basic rheology and processing, with a primary emphasis on elastomers/rubbers. Students learn fundamental concepts such as shear stress-strain analysis, flow characteristics, and viscometry, along with practical skills in mixing processes and processing techniques.

With a focus on practical application, the Rheology and Processing of Paints, Plastic, and Elastomer Based Composites certification by Swayam blends theoretical knowledge with hands-on experience through numerical problem-solving and practical sessions. Topics covered include constitutive equations, wall slip phenomena, and machine operations in mixing and processing.

The Mechanical Behaviour Of Materials (Part – II) certification course offers a comprehensive exploration of materials engineering, divided into two sections to cover the extensive syllabus. Students gain proficiency in the theory of plasticity and dislocations, understanding their influence on mechanical properties like strength, fracture, fatigue, and creep in diverse materials. 

Aimed at undergraduates and first-year graduate students in disciplines like Materials, Mechanical, Metallurgical, and Aerospace Engineering, the Mechanical Behaviour Of Materials (Part – II) certification by Swayam requires a prior understanding of material nature and properties. Spanning eight weeks, this core curriculum delivers a deep dive into metallurgy, material science, and mining engineering. 

The Nature And Properties Of Materials- An Introductory Course caters to undergraduate and postgraduate students across various science and engineering fields. Over 8 weeks, it unpacks crystallography essentials, exploring various material structures and defects, crucial for understanding the material composition and behaviour, even for non-materials-focused learners.

The Nature And Properties Of Materials- An Introductory Course certification by Swayam has industry backing from materials-related companies that underline its practical relevance. With a comprehensive focus on crystal structures and material flaws, it equips learners to comprehend fundamental material intricacies vital across scientific and engineering disciplines.

The Phase Equilibria in Materials (Nature & Properties Of Materials-II) certification course, targets undergraduates and postgraduates across science and engineering fields. Over 8 weeks, it delves into thermodynamics essentials, emphasizing their application in comprehending phase diagrams, phase equilibrium, and microstructure evolution correlation.

Catering to students with a 12th-standard science background, the Phase Equilibria in Materials (Nature & Properties Of Materials-II) certification by Swayam illuminates unary, binary, and ternary systems' phase diagrams. Supported by materials-focused industries, the course aims to equip learners with a profound grasp of phase diagrams' intricacies.

The Theory of Computation certification course introduces diverse computation models, exploring their strengths and limitations. It delves into associated language classes and their interrelations, assuming a student's comfort with analytical reasoning and prior exposure to Data Structures and Algorithms. The course is an elective within Computer Science and Engineering.

Catering to computer science undergraduates, the Theory Of Computation certification by Swayam lays a theoretical groundwork by dissecting computation models and their language classes. Its focus on understanding these models' capabilities, limitations, and relationships requires a foundational grasp of analytical reasoning and prior knowledge of Data Structures and Algorithms.

Also Read: Online Data And Computational Science Certification Courses

The Strategy: An Introduction To Game Theory certification course delves into game theory's applications across industries, modeling strategic interactions like market competition, auctions, and political contests. It caters to undergraduates, postgraduates, and professionals from diverse fields, offering insights into real-life scenarios. The course equips learners with practical strategies for decision-making.

Designed for a wide audience—from engineers to economists—the Strategy: An Introduction To Game Theory certification by Swayam spans 8 weeks, exploring game theory's relevance in microwave, optical, and antenna engineering. Its interdisciplinary nature, backed by industry demand, ensures a comprehensive understanding of strategic thinking, benefiting future professionals across multiple sectors.

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