List of Online Courses and Certifications

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.

Over the past few years, Deep Learning has received a lot of attention due to its wide-ranging applications in data analytics, natural language processing, and computer vision. Many professionals who are well versed in deep learning technologies have been employed by leading companies like Google, IBM, Facebook, Microsoft, and Twitter. In this Deep learning – IIT Ropar online training, you will get familiar with the building blocks of deep learning algorithms and solutions.

The Deep Learning – IIT Ropar course syllabus places a particular emphasis on neural network topics like attention mechanisms, convolutional neural networks, feed-forward neural networks, and recurrent neural networks. Various deep learning optimisation algorithms such as Nesterov Accelerated Gradient Descent, Gradient descent, Adam, AdaGrad, and RMSProp are also covered. Learning these algorithms and methods will help effectively train deep neural networks.

After completing all the lectures and assignments of the Deep Learning – IIT Ropar programme, you’ll have a robust grasp of deep learning architectures, which you can employ to carry out various computer vision and Natural Language Processing tasks. You can also test your understanding by applying for the final proctored exam. Passing this test will also grant you a certificate by Swayam, which can be used to display your skills and get lucrative jobs.

The availability of massive amounts of image and video data on the internet has made data interpretation and analysis a challenging affair. However, deep learning has proved to be an excellent solution to such a mammoth task. Moreover, deep learning is not only applicable to data analysis but also computer vision and natural language processing tasks. This Deep Learning - IITKGP course will help you get familiar with the concept and its applications.

The Deep Learning - IITKGP course syllabus starts with traditional machine learning methods like multilayer perceptron and Bayesian classification. Towards the end, the course will discuss modern deep learning approaches like autoencoders and convolutional neural networks. After completion, you will have the knowledge and confidence to take on challenging, real-world problems related to data analysis and automation.

By opting for the Deep Learning - IITKGP certification course, you also get industry support from Adobe, TCS, Google, and DRDO. Moreover, the course’s scheduled nature also provides you with enough motivation to study the modules and complete the course. After every module, you can find challenging assignments, which help you gauge your understanding.

The programme of Digital Technology and Innovation presented by edX is a great learning opportunity for all who want to learn about the technology and processes related to it. The course offered here is a 100 per cent online programme. 

The candidate should invest 8-10 each week to pursue this course. The course provided by the platform of edX is in association with Indiana University. The course on Digital Technology and Innovation is included in the micro master's programme of the edX platform. The students learning from this course curriculum can gain verified certificates after paying a fee as per the rules of the platform. This instructor-paced course can be pursued either in paid or in free mode. In the paid mode, the candidates will have unlimited access and a certificate of completion whereas in the free mode, they will have access only for a limited duration. 

This course helps and prepares the learners to develop the skills which are required for both business and technology. The students can learn about the techniques of how to adopt, manage and implement as well as diffuse the area of technology and business. This course will create an environment for learners where they can think about business and technology homogeneously.

It’s the era of digitization. Competition for developing products and services online is surging. However, if there is one thing that matters more than the production of innovative products and services, it’s their quality. Software quality assurance experts are in high demand and are promised handsome pay for their “quality” services. DevMountain’s QA Software online training can help you acquire all the essential QA skills.

You can leverage the growing market for QA with DevMountain’s QA Software course. The course is available in two different options – remote part-time, and remote full-time. 

The QA Software course syllabus is highly comprehensive, covering all the critical concepts needed to perform testing. You will be taught via theoretical and practical sessions, individual and group projects, and more testing sessions. The schedule is immersive, demanding over eight hours of your day. However, the rewards are plenty. You do not need prior software experience to enroll. 

Have you just started using Jenkins as your CD/CI tool? Is automating your software deliveries what you’re looking for? Then the Introduction to Jenkins course by edX is an ideal choice, as it will teach you to do these, along with the necessary guidelines for setting up CI/CD workflows through the Jenkins automation server. You will also learn about CI/CD essentials and how to transform the overall software delivery procedure efficiently.

The ten-week Introduction to Jenkins certification syllabus will familiarise you thoroughly with the Jenkins automation server. You will obtain in-depth instructions to set up and use your CD/CI workflow and know about Jenkins’ role in a software developer’s life cycle. Moreover, you will also acquire holistic insights about installing Jenkins servers, building its software, and managing third-party plugins/integrations. You will master securing and scaling Jenkins.

The Introduction to Jenkins programme is an introductory, self-paced course, part of edX’s Professional Certificate. Offered by the Linux Foundation, this curriculum also offers two options - free auditing or paid certification which is the verified track. The verified track also offers unlimited access to the materials of the programme while the audit track gives limited but free access.

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 Criminal Justice Data Analysis is a twelve-week course for the professionals that have a background in Justice, solving and investigating crime and researching crime. It aims at advancing the knowledge of the participants in the field of crime with the help of Big data analytics. The course is an incorporation of various fields of subject matters like criminology, computer science, mathematics, ethics, psychology and more. 

The objective of the course is to help the police force and people in the field of Justice about the Criminal Justice Data Analysis. In recent times, it is seen that the best way to fight crime is through researching the various data. The vast amount of data that is available needs to be appropriately used and efficiently towards solving crimes. One of the main aims of the course is understanding crime and the behavioural pattern of the people that are involved in the crimes. 

This course can be helpful for Senior police officers, criminal justice officers and people working in the private agencies and anyone interested in this course. Research methodologies that will be taught in this class will be advanced. The participants will study ways of understanding the social and political environment. 

FutureLearn's Data Analytics for Business with Tableau training programme will teach candidates how to integrate statistical analysis and data wrangling with the use of SQL and spreadsheets, to climb in this developing field as a business rapidly. 

As information enters the standard, the capacity to clarify bits of knowledge and apply them to business issues has become the basic differentiator for experts across every business area. This is where Data Analytics comes in. With the help of Tableau, you can achieve effective communication with your customers and build a scalable strategy for your organisation.

Data Analytics for Business with Tableau programme will provide a deep understanding of the central quantitative skills essential in overseeing and examining complex informational indexes, using SQL and Excel. You will also learn to make business decisions using analytics, advancing from analytic examination to the prescient models.

Professionals who aspire to become business/data analysts or simply upskill can benefit immensely from the Data Analytics for Business with Tableau course by FutureLearn. 

Created by the Queen Mary University of London, Data Analytics for Decision Making course is designed to help you learn the principles of data analytics. You will be working through programming exercises in Python to solve basic data analytics problems right beside world-leading experts.

As the world is becoming more data-driven, opportunities for individuals with analytical skills are growing. Employers are looking for such people who can make sense of data by gaining knowledge and insights from the datasets generated around us. To that end, the Data Analytics online course has been created for upcoming data scientists.

From healthcare to transport and shopping, Big Data is increasingly making its way into all businesses. Thus, workers with specialist data skills like data engineers and data scientists are highly in demand. The Data Analytics for Decision Making microcredential course will benefit candidates looking to boost their data science careers and gain data analytics certification.

The Analytics in Python course offered by Columbia University available on the edX platform is a well-structured programme equipped with course content designed by experts to enrich candidates with python programming knowledge. 

Data is an essential part of an organization and proficiency in programming is an important skill for effectively imparting knowledge and information from data. The course will help learners in developing an understanding of various topics like web scraping, web crawling, database basics, relational databases, data interchange formats of JSON and XML and text mining. Through the course, learners will gain knowledge to analyze and visualize data and will be introduced with the basics of SQL that they can apply in the programming area. 

The rapidly increasing demand for python as a programming language makes this course a one-time investment for professionals working in this field. The professionals can share the verified certificate provided towards the end of the programme in their LinkedIn profile for their professional benefits.

The Data Analytics online course by Metis aims to make you a proficient Data Analyst through a career-driven approach. During the course, you will explore the most common Data Analysis tools such as Python, SQL, spreadsheets, etc.

The Data Analytics online Bootcamp comes with two options – live online and online flex format. The former consists of interactive virtual classes with six months of duration. On the other hand, the online flex option is a 12-month-long programme with self-paced learning with one-on-one instructor support.

Throughout the Data Analytics online training by Metis, you will work on three professional projects. You will learn from presentations, social activities, video lectures, etc. Moreover, you will get access to an active community of Data Analytics students and professionals. 

The Data Analytics Bootcamp syllabus comprises three modules that explore a variety of data concepts in great detail. You will study exploratory data analysis, linear regression basics, feature engineering, data visualisation, ethics, etc.

Analytics is the methodological computational analysis of data or statistics. It helps in making wise decisions for the development of the company by observing trends in data and statistics. The Certificate Program in Analytics course is for IT professionals who are finding their way to data analytics in their careers. This is the online certification course provided by TCS iON on their portal to provide foundational and advanced techniques adopted in data analytics. The course is designed with the expertise of analytical gurus of the country, to guide learners in advanced practices and techniques in data analytics. 

The Certificate Program in Analytics syllabus consists of modules that help in focussing on each unit completely. The course prepares learners for TCS iON ProCert - Analytics assessment which acts as a gateway to TCS and many more corporations. This is a self-paced course of 12 weeks in which the learner must commit to 9-10 hours per week to complete the course on time. After the completion of the course and passing the assessment linked to the syllabus of the course the candidate shall receive Program in Analytics certification by TCS iON and 361° minds. 

The Blockchain and its Applications certification course is offered using an online model by Swayam. The course is given complete support by the Indian Institute of Technology, Kharagpur, and NPTEL. The 2 professors Sandip Chakraborty, and Shamik Sural are in charge of teaching the programme.

The Blockchain and its Applications training course have been of recent interest amongst organisations that include enterprises, governments, and different academics as this provides a tamper-proof solution to establish an interconnection between the different stakeholders. This online training programme in blockchain provides different kinds of tutorials in the application of these techniques including Ethereum, and one permission.

The Artificial Intelligence (AI) certification by Edx and Columbia university gives the learners a comprehensive introduction to the fundamentals of Artificial Intelligence (AI).

The Artificial Intelligence (AI) certification course will teach various concepts of Artificial Intelligence (AI) and its application in real-world problems, building smart computer systems and application of AI to practical problems, etc. This course covers the history of AI, intelligent agents, uninformed and heuristic search, logical agents, state-space problem representations, game playing, and constraint satisfaction problems. 

Participants will be given the requisite practical experience by building a basic search agent. They will understand the various aspects of adversarial search by creating a game, constraint satisfaction problems, Markov decision processes, and the basics of machine learning including working on linear regression. The Artificial Intelligence (AI) certification by Edx enables the participants to plunge into Python while resolving AI problems and learning its applications.

The Certified AI Professional course is designed to prepare candidates to solve problems in real-world scenarios with the help of Artificial Intelligence, provided to candidates by the National Institute of Electronics and Information Technology, Calicut. This course explains how to formulate Artificial Intelligence (AI) problems and solve them successfully with the help of raw data collected from various domains.

The Certified AI Professional by NIEIT Calicut describes how basic data analysis is done alongside machine learning development methods taught to the candidates with the unstructured & structured data. This course teaches how to make correct predictions and improve AI decision-making skills with the inclusion of images, videos, and texts using natural language processing and deep learning.

This program covers linux basics, data visualization, probability, and statistical methods, all of which enhance the candidate’s AI processes. The Certified AI Professional course also deals with reinforcement study methods, artificial neural networks, and applications of the same in Artificial Intelligence.

The Advanced Diploma in Artificial Intelligence certification by NIELIT, Calicut is structured to provide key concepts with regard to machine learning, reasoning, deep learning, perception, reinforcement learning, and others. The program will be providing aspirants with detailed knowledge in the genre of AI. It will also be covering all the methods and fundamental techniques associated with AI in the industry.

The Advanced Diploma in Artificial Intelligence certification course covers a wide variety of topics that usually falls under the umbrella of computer science in a comprehensive and lucid way. The candidates will be given both practical and theoretical classes for better understanding. 

The Advanced Diploma in Artificial Intelligence certification by NIELIT, Calicut course is fundamental to providing aspirants an extended and compact Knowledge in Artificial intelligence engineering. The students will be provided with real projects so that their skills increase and information gets enhanced. The aspiring learners will also be provided with placement guidance during the tenure of the course.

An intelligent agent must know how to solve real-world problems. The key to intelligence is creating visualizations of the domain of interest and reasoning with these representations. In this Artificial Intelligence: Knowledge Representation and Reasoning certification course, you will explore various associated algorithms for reasoning and representation formalisms. 

The Artificial Intelligence: Knowledge Representation and Reasoning certification by IIT Madras available on Swayam starts with a basic language of propositions. After that, it moves on to first-order logic, and subsequently, to representations for reasoning about change, situations, actions, and other agents in cases where there is a lack of information. This course is a companion to the course “Artificial Intelligence: Search Methods for Problem Solving” that was offered recently and the lectures for which are available online.

Along with the lectures, Artificial Intelligence: Knowledge Representation and Reasoning online course also provides links to supplementary reading materials. After 12 weeks, you will also have a chance to appear for a proctored exam. Passing this exam will get you a course completion certificate, which you can employ to showcase your skills in Artificial Intelligence.

An Introduction to Artificial Intelligence certification by IIT Delhi is an FDP-approved course that runs for 12-weeks. Based on AI and Data Science, this AICTE study has been developed by the Indian Institute of Technology, Delhi. Students can learn from the video lectures and references given by the mentor of the programme.

Students will learn various concepts, philosophies, and models that fall under the An Introduction to Artificial Intelligence certification course. Per week, one learning module is assigned for the duration of the course. It comprehensively touches on algorithms, reinforcement learning, decision processes, deep learning, artificial intelligence, and Data Science.

Prof. Mausam, Associate professor of Computer Sciences at IIT Delhi and available on Swayam, instructs the course. Candidates need to pay a fee to write the certification exam. For the An Introduction to Artificial Intelligence certification, learners need to secure an average score, which is ascertained through assignments and the written test. Students shall receive an e-certificate for fulfilling the requirements.

The Cloud Computing training, curated by IIT Kharagpur, is an elective undergraduate-level course. The programme is based on the disciplines of computer science and engineering, programming, and systems. This is an twelve-week course, and lectures will be conducted online only.

The Cloud Computing certification course teaches about the delivery and scalable services consumption platform that offers computing provision for a shared pool of resources. These include database, storage, software, networking, servers, applications, and so on. 

This platform requires the least possible management effort by providing on-demand availability of a shared pool of configurable computing sources. Some of the aspects covered in the course are the fundamentals of cloud computing, security challenges, management problems, and future research possibilities. This is one of the best cloud computing courses taught by Swayam.

Cloud Computing online course by Swayam will work well with candidates who have a basic computer organisation background, networking, and architecture. Students of electronics and communication engineering, computer science and engineering, and electrical engineering will benefit from the cloud computing course.

Imparted by IIM Shillong, the Certificate course in Data Science programme has been developed with the objective of training aspiring data scientists and helping them make a career in this field. Now, what is Data Science? Data Science is basically an interdisciplinary field that utilises algorithms, systems, processes, and scientific methods to extract insights and knowledge from unstructured and structured data. The stream of data science is related to big data, machine learning, and data science. 

Why is Data Science one of the most preferred fields? Since, Data is something around which the world is revolving and is an indispensable part of the industry, several aspiring students are planning to make a career as Data Scientist. Crafted with utmost finesse and expertise by the industry experts, this online certificate course in Data Science from IIM Shillong has ensured that the vast course is easily covered within a span of 3 months. While undergoing this 140+ hours of intensive learning, the candidates gain exposure to handle toolboxes that data scientists need today. 

Globally, organisations and businesses have integrated data as an inseparable part of their business operations and processes. To become globally competitive, organisations are leveraging high volumes of data to augment their sustainability, productivity, and profitability. and has become highly significant. Data Science and analytics have assumed great significance by assisting the decision-makers and business leaders to understand, manage and utilise their data more effectively. Data scientists are one of the most sought-after professionals in today’s digital era, where data is increasingly becoming part of the minutest process of any business organisation.

The Data Science Bootcamp Certification Course by Jigsaw Academy has been specially designed for data science enthusiasts, freshers, and students who aspire to launch their career as data scientists, by building the right mindset, skills, and network. The Bootcamp is of over 12-weekend duration coupled with in-person instructions and real-world project experience with the Capstone Project.

In the Data Science: Data-Driven Decision Making course, you will engage in practical programming in R language to learn the procedure of harvesting, tidying, and wrangling data. Through the Data Science certificate course, you will also learn how to apply statistical models to simulate complicated functions that solve a wide range of problems.

Moreover, the Data Science course by FutureLearn is offered by Monash University of Melbourne, Australia. In the Data Science: Data-Driven Decision Making certification course , you will learn to establish useful data visualisations for decision-making, and conveying your messages to other people by utilising the grammar of graphics and principles of cognitive perception.

The Data Science: Data-Driven Decision Making microcredential complies with the standards of ‘Common Microcredential Framework’. Thus, you will learn how valuable data is when it becomes the basis to act or make an important decision in the real world. 

Besides, the Data Science: Data-Driven Decision Making online certificate course will inform you about the imperative legal, organisational, and ethical issues of data management and collection as well. 

Traditionally, research has been viewed as a purely academic undertaking, especially in resource-limited healthcare systems. Not all countries can afford clinical trials. As such, the findings and results of studies conducted in the United States and other Western and developed countries are generalised. The Collaborative Data Science for Healthcare course shines a light on why there is a need for localised research. 

The Collaborative Data Science for Healthcare programme aims to position research and data at the centre of all healthcare operations. It is an introduction and a survey of all the data science tools that are used in healthcare. The Collaborative Data Science for Healthcare syllabus includes numerous exercises and hands-on workshops to highlight the significance of a multi-disciplinary approach to data science in healthcare. 

Ideally, clinicians and engineers/computer scientists should take the Collaborative Data Science for Healthcare course together, as a team. This Collaborative Data Science for Healthcare classes on data analysis is brought to you by members of the MIT Critical Data team and is a 12-week long free online course. This self-paced programme can be taken either in the paid mode or in the free audit mode. The paid mode will provide unlimited access to the course as well as a certificate of completion whereas the free audit mode will give access only for a limited duration. 

As you know, data is at the centre of every successful organisation. It can even be referred to as the ‘heart’ of a company. Thus, the role of data professionals is pivotal to the growth and business decisions taken by any organisation. And the Certificate Programme in Data Science by Eruditus will teach you analytical techniques to treat data and solve business problems.

Besides, according to the World Economic Forum, skills will become much more crucial than job titles by 2022. This means it is critical to upskill yourself and learn some in-demand skills. Moreover, the Certificate Programme in Data Science online programme follows a self-paced format to help you learn with convenience. 

The Certificate Programme in Data Science curriculum will outline the essence of data, the processes involved in a data cycle, descriptive, predictive and prescriptive analysis, and more. The Certificate Programme in Data Science classes will contain the combination of live webinars and video lessons. What’s more, you can receive a completion certificate for the Data Science online course from one of the best B-schools in India.

The Data Science and Machine Learning training course is a 400-hour Data Science with Machine Learning Bootcamp. It has been designed to equip you with skills for machine learning and data analytics. This is the best-rated Bootcamp in the United States. The programme will prepare you for a career in data science by imparting knowledge of the industry tools and skills to apply them to real-world applications.

Furthermore, the Data Science and Machine Learning is an industry-oriented course curated with the help and advice of business experts and leaders in the data science field. The course curriculum is rich and touches upon both R and Python for data visualisation and analytics. You will also get to work on four application-based projects, including a capstone project, along with the theory classes.

You can opt for the in-person, remote live learning mode or the interactive distance learning mode. In addition, towards the end of the Data Science and Machine Learning online program, you will benefit from career services that include one-on-one resume reviews, interview preparation and networking opportunities.

The Data Science L3 programme is a 12-week course. It has been designed keeping in mind the rising popularity of data science tools and technologies. You will explore concepts like data wrangling and AI and ML engineering stack and take a deep dive into data science through the course.

The classes for the Data Science course will be conducted online. The expert faculty of IIT Ropar will instruct you. Additionally, you will be guided by experienced industry practitioners in the Artificial Intelligence (AI) and Machine Learning industry. The course will cover topics from data science algorithms and analysis to programming and processing.

Upon completing the Data Science online programme, you will be awarded a certificate. Moreover, you will be adept in the use of data science in your professional life. Throughout the course, there will be assignments to ensure maximum knowledge retention. 

Moreover, you will receive placement assistance from IIT Ropar to kick-start your career in Data Science. After all, there is much scope in this field as high-level digitisation is increasing. 

The Digital Vidya Cyber Security Course houses all the necessary cybersecurity lessons to help you become an experienced professional. The course curriculum consists of critical cybersecurity lessons. These include the cybersecurity basics, terminologies, email security, WLAN security, CMS security, VAPT, reverse engineering, cryptography, and stenography. The course covers every key concept, from the basics to cybersecurity’s deepest valleys, to help you master its implementation. 

The Cyber Security Training Course by Digital Vidya is an affordable, self-paced training module, which consists of pre-recorded videos, crafted by renowned cybersecurity experts. The course features actionable tips, practical implementations, specialized guides, and over 40 hours of live online classes, to help you learn cybersecurity’s real-world insights.

Moreover, the Cyber Security Course online course provides high-value assignments, where you will engage in collaborative learning for better understanding. You will gain awareness about the cybersecurity industry, get trained by top professionals, and showcase your enhanced skills with proper certification. Upon satisfactory completion, you will receive the Cybersecurity live Course completion certificate.

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.