List of Online Courses and Certifications

There is almost nothing in a company today that is not affected by data analytics, regardless of industry. The 8 weeks Business Analytics for Leaders online course provided by IMD offers candidates with a strategic, high-level grasp of digital analytics and big data analytics. Candidates will also receive a quick introduction to the use of Machine Learning and Artificial Intelligence in business, which may be applied to their situation.

Business Analytics for Leaders course provides a high-level grasp of how to apply business analytics strategically. The course offers a uniquely practical approach, with tips, tools, and inputs that can be applied right away in the day-to-day job. IMD offers a high-quality learning environment.

The Business Analytics for Leaders online syllabus helps to understand how to apply business analytics to gain a competitive advantage. Candidates will be able to identify the various degrees of analytics development and know where their business sits in a competitive and dynamic market. By the end of the course, candidates will be awarded a Business Analytics for Leaders online training certificate from IMD.

The Fuzzy Logic and Neural Networks certification is a multidisciplinary course which can be pursued by graduate or postgraduate students. Students who decide to pursue this course will get to know about fuzzy clustering, fuzzy reasoning, neural network, etc. The programme does not have any limitations regarding the admission process and can be joined by the interested students throughout the year without having to pay any amount. The course is provided as well as mentored by the Indian Institute of Technology, Kharagpur. The teachings of the course are in online mode throughout the Fuzzy Logic and Neural Networks certification syllabus of the course.

The Fuzzy Logic and Neural Networks programme is conducted by the platform of Swayam which is a government-initiated platform and gives free courses to all the students across the country. The duration which is needed to complete the course is 2 months. Candidates can learn from the programme as per their schedules since this is a self-paced course. The online training authorizes the students to be a certified user of the programme by obtaining the certificate through the mode of an exam fee followed by the offline exam. The Fuzzy Logic and Neural Networks online course also provides interactive sessions through case studies and discussions which can be done through the discussion groups created for the user of the course.

Many big companies in the world today use AWS as their backbones. In this highly digitalised world, nearly everyone has started adopting cloud-based services, one way or another. This course of AWS Solution Architect Certification Training Course programme provided by Edureka makes sure that the participating candidate is equipped with in-depth knowledge about architectural principles of AWS and the services they provide. The highly knowledgeable faculty of Edureka will be training the candidates to get a grip of AWS services so that they are confident enough as well as skilled to make the AWS infrastructure more reliable and available to all.

This course consists of all the topics and concepts that one needs to fulfil the requirements and demands of different companies. With this course, the candidates can also prepare themselves for the AWS Certified Solutions Architect - Associate exam SAA-C02 and ace the exam. The course also provides a certification upon completion, which is one of the very lucrative certifications that one can possess.

The Advanced Computer Architecture certification is offered under the Department of Computer Science and engineering. Swayam offers this program in association with IIT Guwahati. Participants who take admission in this course come to know about high-end microprocessors, cache memory, cache optimization using gem5, etc. The course does not ask the students to pay any fees to access the course. The Advanced Computer Architecture training given through this program is completely online and there is no requirement of attending the video sessions at any specific time. The video lectures can be joined by the students at any time. Similarly, candidates can leave the sessions too according to their requirements. 

Students also get the chance to acquire a verified certificate for the online course which can be availed by paying the registration amount as exam fees and qualifying for an in-person exam. The approximate time which will be taken by the mentor of the course to complete the Advanced Computer Architecture certification syllabus is 8 weeks. Students can also learn from the course on their own if they want to choose a longer period of time than 8 weeks. The program is available on the website throughout the year so that students can apply to the course whenever they feel the need. 

The Agile Project Management style emerged from the software development industry and has since spread to a variety of industries. The Agile Project Management online course offered by the UCT and delivered by the course provider Getsmarter is distinguished by the segmentation of work into small phases, with a focus on fast delivery and plan flexibility.

The Agile Project Management Training helps in understanding and applying Agile techniques for several advantages, including boosting an organization's capacity to react to changing business demands, boosting team productivity, improving project efficiency and quality, and boosting customer happiness.

The Agile Project Management Syllabus aims to provide the information and practical skills needed to operate effectively in Agile corporate contexts. The course helps candidates to acquire skills related to their present function as well as teaches how to create an Agile Project Management framework, which includes proper implementation techniques, adaptable plans, and a Risk management approach.

The JavaScript training course by June College of Technology builds upon your existing CSS and HTML knowledge and enables you to create more dynamic websites. This course is designed to allow coders to enhance their front-end development skills with JavaScript – one of the most in-demand programming languages.

Every lecture in this JavaScript online training is packed with hands-on exercises. Juno features a 10:1 student to instructor ratio, meaning that you’ll receive a near-personalised learning experience, and won’t ever feel left behind. 

With a regularly updated syllabus and best-in-class instructors, the JavaScript programme gives you the programming knowledge you need and the means to solidify your skillset with current best practices and industry standards. 

The JavaScript online programme is available in part-time and accelerated learning modes. You’ll also be working on two industry-grade projects based on real-life scenarios. By the end of the programme, you’ll be equipped with the skills, support, and experience you require to launch your web development career. 

Also Read: JavaScript and JQuery Essentials Training and Certification , Intermediate JavaScript

The Spring Framework Certification Training course by Edureka will cover the core concepts and features of Spring. These include how to create a Spring application, dependency injection, integrating Maven, integrating hibernate with Spring, employing JSF, and apache tiles for making user views, among others.

After completing the course, you can– keep your application secure, understand spring framework infrastructure, Spring Web Flow, and Spring MVC. In addition, you will be able to build an application using Maven, create a web application using Spring MVC, integrate hibernate with Spring, and many other tasks. 

Moreover, in the Spring Framework Certification Training online course, you will receive hands-on training through 24 hours of live online instructor-led classes, lifetime access to the Learning Management System, 24x7 technical support, assignments, real-life case studies, and a community forum for peer-to-peer interaction.

Besides, upon completion of the Spring Framework Certification Training, professionals can find lucrative jobs across industries as a certified Spring Framework Expert. 

Data used to be a term that was associated with tech companies but not anymore. Data is now being used to transform businesses across industries. Organizations from a startup to large MNCs plan their business decisions based on insights gathered from available data.  As the significance of data analytics increases, it’s unsurprising that various researches indicate that many companies and businesses are equipping themselves to use their data resources for a better competitive edge in the market.

IIM Amritsar through its advanced data analytics certification course wants to prepare the students towards the rising field of data analytics. This course will help the students in securing a good position in the data analytics field. From analytic techniques to industry-standard tools, students will get to learn all the relevant knowledge about data analytics from the esteemed faculty of IIM, Amritsar during the course. After the course, students will be able to explore their career as Data Scientists, Data Analysts and other data mining related fields.   

In the Data Analytics Certification certificate course by IIM Amritsar, the students will gain extensive knowledge about Data Analytics and how it is applied in different fields. There are various tools and formulas to enhance your problem-solving abilities. This course provides the students with the capabilities to understand the needs of the organizations as well as the customers. 

Introduction to Data Analytics Certification explains every model and method with super clarity with the help of the different formulae and functions in excel. You are also going to know how to prepare the pivot tables and charts in excel. These functions are very much necessary in modern business activities, and hence they want to hire more professionals with a professional degree in this field. The two monthly certification programmes will make you learn the analytical concepts in an elaborate manner.

Introduction to Data Analytics Certification Course makes you aware of Data Analytics, the places where you can use it, and the practical implementation of every tool and technique. The direct lectures from the experts of IIM are a bonus in this regard. Data Analytics Certification certificate course by IIM Amritsar is an entirely online program with two months duration. 

As the name suggests, the Data Analytics online programme has been designed to give you a broad understanding of fundamental data concepts and data analytics. It's essentially an introductory course that will teach you how to interpret and understand data. 

The Data Analytics course is available in two formats, namely Accelerated and Part-time. However, there is no difference in the course fee. You will learn through a combination of inteModule ractive lessons and practical exercises. The course curriculum also features numerous portfolio-worthy projects for further hands-on learning. 

As the Data Analytics training progresses lesson by lesson, you will also get to work with various industry-leading and in-demand tools. In this way, you will learn how to analyse and organise data faster using relevant tools and tricks.

Finally, since all the classes for the Data Analytics course are conducted live and online, you can access it from anywhere in the world and learn comfortably. 

The Internet is the world’s largest network. It connects everybody, from machines to people, in all life areas, be it stock exchange or art. But have you ever wondered how it all really works? Well, with the iLabX – The Internet Masterclass by edX, you will understand all the underlying internet mechanisms, along with creating a network of your own.

Every module in the iLabX – The Internet Masterclass curriculum starts with the historical background of all the Internet’s mechanisms and tools. The modules will be delivered to you through videos, texts, and other diverse interactive learning elements. You will also work on a unique vLab virtual Internet laboratory, to create an internet of your own.

The iLabX – The Internet Masterclass online programme also features many practical exercises to consolidate the concepts learnt. Moreover, you can also opt for a certificate if you wish to gain employment benefits after completing the programme. All you need is enough curiosity to learn about the Internet. There are two options for learners to enrol for the online course programme; verified and audit modes. In the audit-free mode, the candidates can access the programme only for a limited period of time.

The Distributed Systems online course is an 8 weekly program offered by Swayam. A distributed system is a computerized system in which multiple components placed on computer networks communicate and coordinate their operations through the transmission of messages. Multiple components collaborate with each other to attain a common purpose.

Distributed applications or software that operate concurrently on numerous computers in a network and can be saved in the database or in the cloud. This Distributed Systems training gives an in-depth overview of the fundamental ideas and models underpinning distributed computing theory, methods, and systems.

The Distributed Systems syllabus covers some of the emerging topics such as distributed hash tables, peer-to-peer computing, google file system, spark, HDFS, security in distributed systems, and sensor networks. students who complete this course will have a thorough understanding of how things function in a distributed setting.

The Design and Engineering of Computer Systems certification course is an eight weeks online course offered on the platform of Swayam. During this course syllabus, the candidates will learn the ways of designing computer systems operating systems, computer networks, and architecture. This programme is jointly taught by the initiatives of IIT Bombay, and NPTEL. 

The Design and Engineering of Computer Systems training shall be fully accessible to people who have a basic knowledge of the concepts of computer programming. The candidates will have to register for the final exam, and then complete the exam to secure passing marks in the assignments and the final examination to secure 2 credit points on completion.

Fundamentals of Red Hat Enterprise Linux by edX will help students learn the practical techniques for using the Red Hat enterprise using the Linux concepts. It will guide the candidates to perform the basic systems while attending to administration tasks. The session for the Fundamentals of Red Hat Enterprise Linux certification course will show how a Linux system is categorically organized. Practice sets will also be made available to the students so that they can administer their tasks and solve their problems while studying the Fundamentals of Red Hat Enterprise Linux certification program.

The Certification Course will provide the reasons for how Linux is an open-source development model and its importance in the computing world. Fundamentals of Red Hat Enterprise Linux training will open new opportunities for students in the world of IT. The session in an online course will make working with Linux easy both on the mobile, on the desktop or in the remote system. The students will be working in both the private and public cloud environment during the Program in Fundamentals of Red Hat Enterprise Linux by edX. The course offers two study tracks, one is the audit track which has the option to self-study the course but for a limited time free of cost. The other track is the verified track during which the candidates can access the course materials for an unlimited period by paying a nominal fee. 

The Probability for Computer Science Certification Course is a massive open online course that discusses the important topics in probability. The course available in online format on the Swayam learning platform is not a typical mathematics course. The course will familiarise learners with the concepts of probability along with its applications in algorithms and computer science. The Probability for Computer Science Training will be provided by Prof. Nitin Saxena of IIT Kanpur. The course will be taught via video lectures and is aimed at the undergraduate or post-graduate level. The model of assessments constitutes assignments and exams upon completion of which, learners will receive the  Probability for Computer Science Certification by NPTEL and IIT Kanpur.

The key connection between the hardware of a device and the programmes that run on it is given by operating systems [OS]. This enables us to write programmes without thinking a lot about hardware. It also guarantees that the resources of the computer, such as its CPU, memory and hard disc are used sufficiently. In this programme, it is concentrated on how the OS is able to do all this effectively. For candidates with previous computer organisational experience, this is an introductory programme. The Introduction to Operating Systems programme will focus on an OS called xv6, which is similar to the Linux operating system in many aspects.

For the Introduction to Operating Systems programme, SWAYAM is not charging any learning fee. Candidates can learn the programme for free but to get a certificate they have to pay a fee. Candidates will get an e-certificate with the logos of NPTEL and IIT Madras.

The curriculum of the Introduction to Operating Systems programme is designed by experts of IIT Madras and it will be containing all necessary details for a candidate. The programme will be having 8 weeks of duration and candidates will be able to learn from any where.

The Digital transformation of megapolises: from zero to #1 in UN digital e-government ranking online course is offered by the online educational platform Coursera and the course is developed by the HSE University. The course materials and assessments are designed to be completed within eighteen hours in their entirety, the students own the liberty to take the course at their own convenient speed. This online programme is instructed by the course educator Artem Ermolaev and Andrey Belozerov who are experts in the field. 

The Digital transformation of megapolises: from zero to #1 in UN digital e-government ranking online training is about understanding and analysing the strategies of transformation management. It helps one explore the practical ideas related to raising funds for digital projects in a city aiding the process of digital transformation. This course is about discovering the strategies involved in the formation of smart cities and the gaining skills required to promote government projects.

In a progressive statistics world, corporations want individuals who can extract key information from data in order to make smarter business decisions. UCT's Data Science with Python online course helps students build realistic data science and analytical abilities for implementing it in real-world business contexts.

According to a McKinsey report, organizations that have at least one senior leader who has been trained in data are 70% more likely to perform better. The Data Science and Python Training teaches about broadly applicable libraries of python and how these techniques may and are applied in real-world business settings. The course demonstrates the concept of uncovering more robust correlations in order to guarantee that training models are usable.

An NVP report states that 92% of C-suite leaders are expanding their expenditure on Artificial intelligence and Big data. The Data Science with Python syllabus provides statistical understanding, which serves as a basis for understanding the dynamics of artificial intelligence. The course delves into supervised learning algorithms via neural networks and tree-based models, as well as unsupervised learning algorithms of AI via hierarchical clustering and K-means.

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. 

The Full-Stack Development live advanced online course will build upon your knowledge and experience as a developer. You will be introduced to foundational back-end concepts through a combination of lessons and hands-on practice. The intermediate programme will also fill gaps in your existing coding toolbox and prepare you for the next stage of your career.

Furthermore, the Full-Stack Development training programme is a part-time course, spread over 8 weeks. Thus, working professionals will be able to manage their job along with this course. Some of the curriculum’s topics include HTTP requests and methods, data persistence, front-end, and back-end security techniques, API implementation, document-oriented databases, cloud-hosted deployment, and server communication.

Lastly, you can attend the Full-Stack Development by Juno College of Technology through the live online or in-person format. You will get opportunities to implement your practical knowledge during the programme. You can also upskill yourself and move on to senior positions in your field after completing this training.

Also Read:
Full-Stack Software Engineer
Full Stack Web Development Bootcamp

The Data Analytics and Visualization in Health Care course is a composite course created for learners of different levels of understanding and with multi-discipline backgrounds. Big data has transformed the way the healthcare industry functions. With factors like improvement of quality, reducing costs and patient engagement being key objectives to focus on, the techniques used for analysis, processing and even collecting health care data have seen a massive advancement. This Data Analytics and Visualization in Health Care certification course will teach candidates the use of Data Analytics in the healthcare sector and its implications on the organization. 

The Data Analytics and Visualization in Health Care online course will help candidates in creating a foundation that helps in creating a data analytics program designed specifically for the healthcare domain which tackles the most burning question of the industry and provides a visual solution for deeper and more impactful answers to the applicants. Students can enrol in the course either by paying the fee or free of cost. While taking the programme for free, the learners will get access only for a limited duration. 

The Course in Information Technology online course is an important course based on the evolving digitalised world. Since most of our day-to-day life interactions, work, and institutions use IT, this course aims to increase the digital literacy of its learners. The complete knowledge of digital media and its key usage is covered throughout the course curriculum. It mainly revolves around thinking, storing, and processing, present, and future processes.

The course will run through the online mode. The entire course will have 3 credits which can be transferred after course completion. The course is designed for individuals opting for or is already at the undergraduate level. This course will provide reference links given by IT experts. The course is free of cost. The course platform is initiated by MHRD. The course is verified by Savitribai Phule Pune University. The course curriculum will consist of assignments and multiple-choice questions.

The Course in Information Technology by Swayam offers a verified certification. The certification can be availed after passing the final proctored examination. The candidates can grow their careers in the IT sector with the course certification. It will add more professional networking opportunities.

Management Information System is a Massive Open Online Course (MOOC) conducted by Savitribai Phule Pune University, Pune. The course, offered by Swayam, aims at equipping students about the effective ways in which information systems can be used in managing the resources of an organization. Understanding the core idea of information systems would help in building a successful business in the future.

The Management Information System Certification course introduces students to the key concepts of information technology centred around various networks, computer databases, computer security, decision support system and ITES. The knowledge acquired through this course will help students to make use of modern information systems and business software for the successful management of a company.

After the completion of all modules in the Management Information System Training Course, students will learn the greater role of information systems in managing the business functions at all levels and combining the efforts of both people and technologies. It will also provide an idea about the different problems faced by business management and effective strategies to overcome them.

The Intelligent Investing for Everyone programme addresses the various investment-related topics and bridges the gap between professional investors and everyone else. Whether you're investing in your own portfolio or an organisation's, you can enjoy better investment outcomes using AI, Machine Learning (ML), Blockchain, and big data techniques and tools.

This 8-week online curriculum involves interactive sessions held by the prestigious Berkeley Haas faculty. It has been divided into eight modules for maximum comprehension. Approximately 3-5 hours every week will be required to finish the Intelligent Investing for Everyone course.

You’ll learn concepts via case studies, moderated discussion groups, live office hours, and real-world application exercises. Once you complete the Intelligent Investing for Everyone training successfully, you’ll be one step closer to UC Berkeley’s alumni, a private worldwide network of over 41,000 members across 80 countries. 

You will also get a completion certificate from UC Berkeley Executive Education that highlights your gained skills to prospective recruiters.

The Networks Illustrated: principles Without Calculus course is offered by Princeton University and is taught by two top educators with a background of Electrical Engineering. This is a beginner-level programme and takes approximately 24 hours to complete. This course has around 12 modules, with extensive videos and quizzes. Besides, you will get practice assignments and exercises within the curriculum.

The Online Networks Illustrated: Principles Without Calculus Programme by Coursera explores answers using simple language and addresses fundamental questions about the social and technical network systems by summarising theories. The course proceeds with illustrations, anecdotes and analogies and mathematics as elementary as addition and multiplication. 

Coursera’s Networks Illustrated: Principles Without Calculus, is a course which explores the theories behind the social and technical connections. Networking Courses usually involve a lot of mathematical details for better understanding of the algorithms and systems behind the social and technological networks. However, to fully understand networking, you need to look more into the main ideas behind how the networking systems function. 

The Network Security course thoroughly covers all the aspects of network security such as network auditing, intrusion detection, evidence collection, and even contingency planning against attacks. The meticulously designed course content very lucidly explains how to prepare for network attacks using numerous pattern-proof strategies and also teaches how to defend against network attacks from a wider perspective.

Network Security by edX very thoroughly discusses various vulnerabilities in networks and systems. Through this course, candidates get to understand how to identify when attacks are happening inside the networks using strategically presented course material and lectures. The 8-week self-paced Network Security training empowers the candidates with ample time and opportunity to thoroughly understand various topics and aspects of network security, its impact, and various guidelines related to it. The candidates also get to explore the concepts and principles of wireless and wired data network security. The Network Security programme also discusses physical layer mechanisms, applications, filters, and encryption. 

There are 2 tracks namely the audit and the verified track offered by edX which are self-paced. The candidates may choose any of these tracks that can be enrolled. The main differences between these 2 tracks are the access timing for the course materials and obtaining the certificate of participation. During the audit track, the access is limited and no certification is given whereas during the verified track, access is unlimited and a certification is also offered.

In this era of globalisation and mongering threat of cybersecurity attacks, developing secure and efficient computer systems and the regime has become inevitable for every organisation touched by the digital revolution. Information Security - 5 - Secure Systems Engineering by SWAYAM discusses everything one needs to know about information security and the engineering of secure systems to build a strong conceptual idea of the same.

The syllabus deals with various challenges and issues in systems and mechanisms by which they can be mitigated. The first part will cover such security threats which can hamper the system health and can lead to major cyberattacks. To understand them in-depth, the course will also discuss how such vulnerabilities could arise from simple programming flaws like a buffer that overflows to complicated application runtime characteristics that are demonstrated through side-channels like the power consumption of the device and execution time. 

It will also deal with the case analysis of recent cyberattacks like Heartbleed, Stagefright, and Meltdown and Spectre. The course will be taught by adopting multimedia technology and aims to reach every person looking for quality education at minimal to no cost. It will be taught by a faculty from IIT Madras.

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

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

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

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

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

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

There has been a lot of advances in computer hardware and software libraries. Due to this, we can undertake scientific computing that requires high precision and with relative ease. Tools in Scientific Computing program is an elective course that explores various methods of computing. It emphasizes hands-on implementation while covering all the theory-based topics. The course will talk about major problems you might encounter while implementing these scientific computing tools. 

The syllabus of Tools in Scientific Computing certification has been developed by faculty at IIT Guwahati. This AICTE approved FDP course is available on Swayam, an online learning platform with support from the Government of India. Professor Aditya Bandopadhyay will be teaching this course. This is an undergraduate/postgraduate course in mechanical engineering, computational mechanics, and computational engineering.  

Tools in Scientific Computing is a digital course that uses assignments and practical usage of Python, GNU Octave, and C-based PETSC as learning tools. You can also opt for an e-certificate by sitting for an offline exam at the end of the term.