List of Online Courses and Certifications

The internet of things is a much sought-after technology in various industries, academia, and governments. Introduction to the internet of things programme will cover the different aspects of this technology right from research and implementation to business. Candidates will learn about the various applications of the internet of things in the civilian and defence sectors. Applications include infrastructure, space, manufacturing, mining, agriculture, healthcare, construction, and mining.

Introduction to internet of things certification is a collaboration of NPTEL and IIT Kharagpur. The entire course will be online and have a duration of twelve weeks. the learning tools used include video lectures, case studies, and periodic assignments. Professor Sudhip Mishra, from the Indian Institute of Engineering, Kharagpur will be teaching this MOOC.   

Introduction to the internet of things is an initiative of the Ministry of Education, Government of India. The entire syllabus and lectures are available on the Swayam website. Candidates who wish to achieve a certificate need to attempt an offline exam at the end of the program.

Candidates looking for an undergraduate or postgraduate course in machine learning should enroll in the Introduction to Machine Learning program. It is an elective twelve-week course in the field of computer science and engineering, programming, artificial intelligence, and data science. A collaboration of IIT Madras and NPTEL, this course is an initiative by the Ministry of Education, Government of India, and is available on the learning platform Swayam.

Introduction to Machine Learning certification will be taught by professor Balaraman Ravindran. The syllabus includes various topics from the data-driven disciplines such as machine learning and analytics. Candidates will be introduced to different learning paradigms and some popular algorithms and architectures used in these paradigms.  

Introduction to Machine Learning is an online free audit course that offers an e-certificate for interested participants. Candidates will attend the online lectures, and submit assignments periodically. There is also an optional offline examination for participants who want to achieve certification.

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 Machine Learning for Engineers using Python Online Course is a specialized course that explores the applications of machine learning and artificial intelligence. The course will cover the concepts of machine learning used by data scientists and data engineers.

Through the Machine Learning for Engineers using Python Certification Course, learners will be introduced to the basics of machine learning and the basics of programming languages like Python. The course is suitable for electrical engineering students.

After completion of the Machine Learning for Engineers using Python Training Course, learners will be granted a certificate of completion, and the best 5%in a class will receive a merit certificate.

The SQL for Data Science Certification Course is 12 week long specialized course that discusses the advanced concepts of SQL. The course available on the Skill-Lync platform aims to educate learners about the practical and real-world applications of SQL in the data science field.

Through the SQL for Data Science Training Course, learners will cover topics like syntax for SQL commands, integration of SQL with programming languages, and examples of real-life data sets. The course is suitable for anyone interested in the domain of computer science engineering.

After successfully completing the assessment processes of SQL for Data Science Live Course, learners will receive a certificate of completion. The top 5% of learners in a class will get a chance to win a merit certificate. Candidates have the option to opt for a demo session before deciding to enroll in the course.

The Everything about Databases using SQL and MongoDB Training Course is a 12 week long course available on the Skill-Lync platform that explores different types of databases used in various web applications. The course will help learners understand the concepts of database management systems.

The Everything about Databases using SQL and MongoDB Live Course is taught by expert instructors through video lectures. The course includes exercises and projects that help learners develop knowledge about database implementation.

After successful completion of Everything about Databases using SQL and MongoDB Certification Course, all learners will get a course certificate and the top 5% of learners will get a merit certificate. The course is backed by technical support engineers and course counseling sessions.

The Core and Advanced Python Programming Live Course is a 12 week long course that explores the basic and advanced concepts of one of the most popular programming languages, Python. The course available on the Skill-Lync learning platform is suitable for anyone interested in the software development field.

Through the Core and Advanced Python Programming Certification Course, learners will be introduced to the fundamental concepts of Python along with knowledge of databases including the SQLite database.

The Core and Advanced Python Programming Training Course will be delivered with the aid of expert lectures, technical projects, and practical sessions that would help provide specialized knowledge. The course provides options for counseling and one-on-one demonstrations to students.

Swayam's Business Statistics course is hugely relevant in this era as statistics play a vital role in the business world, and helps in the quick and accurate decision-making process. To that end, this online course covers descriptive statistics, statistical study, probability, linear regression, and correlation in depth. 

Business Statistics online course is a 12-week online course available at the undergraduate level. By the end of the course, you can become familiar with the concepts of statistics, data collection, and data analysis tools. Additionally, the online course will make you adept at data analysis and interpretation, as well as the concepts of statistics. 

Furthermore, the Business Statistics certification course provides numerous employment opportunities in lucrative roles like data analysts and consultants. This comprehensive programme allows you to hone your decision-making skills in the corporate sector and gives you essential tools essential for data analysis. Take this course to earn a certificate and further your career with a strong professional portfolio.

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.

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. 

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.

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. 

The Data Science Immersive: Singapore certification programme is designed to equip you with practical data skills. During this online course, you will develop Data Science fluency by working on five projects, including a capstone project. The Data Science Immersive: Singapore classes through live online classes, recorded tutorials, project toolkits, career workshops, networking events and more.

Throughout the Data Science online programme by General Assembly, you will explore vital concepts of Data Analysis, Python, predictive and statistical modelling, etc. Also, you will gather deep knowledge about Machine Learning (ML). The ML portion will make you adept at algorithms with high complexity, random forests, neural networks, decision trees and natural language processing (NLP).

The award-winning Data Science Immersive: Singapore syllabus includes 12 hours of pre-work online tutorials. It also covers a wide range of Data Science topics in five systematically arranged units. This Bootcamp will enable you to study data wrangling for forecasting trends, data visualisation, pattern recognition, etc.

The Data Science and Machine Learning: Making Data-Driven Decisions by Great Learning is a 12-week planned programme with course content provided by MIT Faculty and mentorship from industry experts. The mentorship is personalised and done in a practical, hands-on manner. The Data Science and Machine Learning: Making Data-Driven Decisions certification syllabus has been crafted by 11 faculty members of MIT to teach skills required to use the techniques in Data Science for making data-driven based decisions. The candidates will be awarded the certificate of completion with a focus on languages and tools such as Keras, Python, NumPy, TensorFlow, and Matplotlib, etc. 

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 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.

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 Business Intelligence & Analytics certification course offers a comprehensive curriculum such as Business Intelligence & Analytics (BIA), technical architecture, case analysis of AT&T long distance, databases, SQL queries, data warehousing, OnLine Analytical Processing (OLAP), and others. Students gain hands-on training from industry experts, helping them to function effectively on real-world projects.   

The certification course focuses on covering important modelling techniques such as regression, decision trees, clustering, ANN, and text mining. The Business Intelligence & Analytics certification by NPTEL is 12 weeks course. The prerequisite for this certification course is a core course on Business statistics. The students gain in-depth knowledge of the principles and techniques used in the industry.

Also Read: Online Business Intelligence Courses & Certifications

The IOT Training Certification Course by Jigsaw Academy has been designed to introduce you to the absorptive and captivating world of the Internet of Things. By joining this 6 to 12-week long course, you will be endowed with professional skills related to connected IOT devices, cloud, IOT gateways, and advanced IOT analytics.

This immersive IOT Training will help you strategize, design as well as implement end-to-end IOT applications to build a strong career in the Internet of Things. You will become familiar with advanced IOT concepts, methodologies, and protocols used for communication with the intricate nexus of IOT.

Moreover, the IOT Training Certification boot camp offers you a balanced synthesis of a unique curriculum that has an extensive range of assets including an in-class immersive experience, projects, lots of hands-on experience, and case studies to ensure that you become capable of working through real-life scenarios with utmost expertise. 

Besides, to make it more approachable and flexible, the IOT Training Certification Boot Camp is divided into two categories, namely Weekday and Weekend. 

Data Analysis & Decision Making - II Certification will cover utility theory, then the concept of multi-criteria decision making, multi-attribute decision making, utility theory, DEA (Data Envelope Analysis), AHP, ANP, and then the concepts of TOPSIS, Elektra, Mac Beth. 

Data Analysis & Decision Making - II Classes include the concepts of different types of metaheuristic techniques, without going into the mathematical details of their algorithms, and solve the problems by giving examples for each of them.

All students get a Data Analysis & Decision Making - II Certification by the Indian Institute of Technology Kanpur (IIT Kanpur) under the Swayam Initiative by the Government of India. 

Statistical Learning  with R course is devoted to polishing the participant's skills in data science and statistical modeling. It is an introductory level course. It is mostly practice-based and equipped with both traditional and new methods of data analysis and statistics. Here, the course emphasis is on classification methods and regression. This Statistical Learning  with R certification doesn’t rely on advanced and complex mathematical formulas. Introduction to all modern elements of data analysis is given. The techniques on how to use R is also shown in the Statistical Learning training.

The practical implications of this program are one of the main statistical learning benefits.  The Statistical Learning  with R training is structured to meet the requirements of the professionals from this field. For computing, the course uses R. There are Quizzes in the prescribed Statistical Learning certification syllabus. The quizzes will be graded and hold value to earn the certificate. There is a provision to gain a 90 % discounted offer through edX’s financial assistance scheme.

On successful completion, the learners will gain the certificate for the Statistical Learning certification. The certificate can be shared in CV or resume and it can also be uploaded on Linkedin. This certificate is verified by Stanford University’s StanfordOnline institution. There are two pathways in which enrolling in this course of edX is possible. One is the verified track, and the other is the audit mode. During the audit mode, the candidates shall have limited time access to the course, but access becomes unlimited during the verified track.

The Data Analysis for Social Scientists certification course will introduce learners to the fundamentals of statistics, probability, and data analysis. The curriculum covers most modern data analysis techniques including estimation, prediction, regression and econometrics, experimental design, A/B testing, randomized control trials, data visualization, and machine learning. 

All these concepts are illustrated using real-world examples. Candidates will also learn how to use the statistical package R, and perform self-directed empirical analyses.

The Data Analysis for Social Scientists certification is also a prerequisite for two independent MicroMasters programs that the Massachusetts Institute of Technology (MIT) offers: MicroMasters in Data, Economics, and Development Policy (DEDP) and MicroMasters in Statistics and Data Science (SDS). 

Before you apply to the Data Analysis for Social Scientists program, you check out the course preview to go through the content, exercises, etc. Some resources are also available if you are new to these subjects or wish to jog your memory. If you score 60% or more in the course preview, it indicates that you are prepared for this course. 

The Business Research Methods certification programme is perfect for students in the field of commerce or business management or students wanting to pursue the field of research management. 

The online course provides fundamental insights into different areas of research such as types and criteria of good research, scientific approach to research, the process of research, ethical problems in business research, and preparation of research proposals. Additionally, the programme also covers primary topics like research design, data collection methods, report writing and data analysis. 

The Business Research Methods online programme by Swayam is taught by Dr G Parameshwari, with 18 years of experience and who has presented research papers in national and international seminars. 

The course is equipped with various assignments and assessments to learn in an application-oriented way. Furthermore, it helps the candidates to understand the current intricacies of research and allows them to strengthen the competencies of a research analyst in the industry.  

The Global Development in Practice: Designing an Intervention course is a 10-weeks programme, which will make you skilled in managing the development intervention process effectively. Throughout the course, you will be assessed regularly through tests to impart better understanding. 

FutureLearn’s Global Development in Practice: Designing an Intervention course is a postgraduate-level certification for which you will be awarded 15 credits when the programme is finished successfully. Besides, the course is designed for individuals who are from the global development industry. It is advised that you have some experience in the same industry as it will help you learn the concepts better.

Moreover, you will be submitting a project at the end of the Global Development in Practice: Designing an Intervention course for evaluation. This project will be based on a case study that you will have to create and then, critique the project development process as a part of the learning process.

In the Data for Effective Policy Making certification course, enrolled candidates will learn to use, understand and analyze information. The course will help candidates improve their decision-making process using "growth statistics" and "Caribbean data gateway" platforms, which present data and socio-economic indicators from the Caribbean region and Latin America. 

After completing the course, the applicants will gain knowledge about tools for data navigation, simulation, and interpretation of visualization. They will also understand how to apply different types of data analysis based on the policies that are implemented. The course is built on real-life experiences to help students get an easy, realistic, and enjoyable understanding of various ideas and methods. Through various useful activities, candidates will learn to apply their acquired knowledge and use graphs and data. The self-paced programme can be taken in two different enrolment options; verified and free audit. In the free mode, they audit the course for a limited period. 

Aspirants learn to develop communication skills in a data-driven culture by taking up the Data Science (Online) programme. It is an executive programme extended by Haas Berkeley’s Executive Education (ExecEd). Learners will use mathematical and statistical concepts to analyze and interpret data and analyze data using Jupyter Notebook – an interactive open-source platform used for computational analysis.

A weekly ‘prep session’ is arranged to introduce the preceding module for candidates’ understanding. Over ten weeks of Haas UC Berkeley ExecEd's Data Science Online course, students will be exposed to data manipulation techniques, with various company examples and industry case studies, spread across the eight learning modules. 

A verified certificate by Haas UC Berkeley also becomes available once candidates fulfill the qualification criteria. Moreover, the Data Science Online certification course is led by some of the top industry experts on digital transformation through live webinars and sessions, along with academic experts. 

Throughout the online programme, students can engage in peer discussions under the supervision of the program facilitators and access different quizzes and assignments to revise the topics learned in the course.

The Data Science online Bootcamp by Metis aims to imbibe valuable Data Science skills. The project-oriented course will teach you all the vital concepts, including Python, Natural Language Processing (NLP), web scraping, Machine Learning (ML), and unsupervised learning.

Metis’ Data Science online course will help you learn with a combination of theory and hands-on experience for an all-round understanding of the Data Science topics. You will also gain practical knowledge by working on five portfolio-worthy projects.

Besides, you have the option to choose a learning format of your choice. The Data Science online programme by Metis has two learning formats: a 10 weeks Live Online format and a 20 weeks Online Flex format. The former requires a full-time immersive commitment, while the latter allows you to learn at your pace.

The Data Science bootcamp online training also grants you access to career assistance, social activities, presentations, one-on-one support from instructors and Teaching Assistants (TAs), online community and more.

The Data Science and Engineering Bootcamp aims to make you proficient in Data Engineering skills. This Bootcamp has a duration of 10-20 weeks, depending on the learning mode you opt for. During this time, you will learn how to utilise and leverage data science and engineering knowledge effectively.

The Data Science and Engineering online course by Metis comes in two formats – Online Flex and Live Online. Both learning modes provide you access to live project presentations, career support, social activities, one-on-one instructor support, etc. Expert Data Science instructors will intensively teach you the basics and advanced concepts of data engineering.

The Data Science and Engineering syllabus has five systemically curated modules. Throughout the course, you will explore a broad spectrum of data science and engineering topics. These include programming methods, cloud computing, big data handling, web applications, feature engineering, classification, etc. You will also study Natural Language Processing, clustering methods, and algorithms, etc.

The Healthcare Analytics certification course is a 9-week online course. It is designed for individuals seeking to advance their careers in the fields of health, information, and digital technology. The Healthcare Analytics certification by the University of California, Irvine aims to build evidence-based analytical skills in students so that they can apply, support, and maintain advanced healthcare informatics and digital technology systems. The Healthcare Analytics certification syllabus consists of eight modules teaching participants about health informatics and advanced analytics. 

By pursuing the Healthcare Analytics online course, participants will be able to discover data sources and assets and data acquisition and management while devising digital health strategies. They will also be able to build data mining applications for healthcare and view, assess and execute IT solutions for the provision of health services. Other topics that will be discussed in the Healthcare Analytics certification course include population health management, digital health, telehealth, security and privacy, data governance, and more.

Analytics and big data are more than just data science and technology issues to be relegated to specialists. Moreover, the difficult part about engaging in analytics is not technology or data science. The Business Analytics: Decision Making with Data course is a 9-week-long online programme. It aims to provide you with a substantial understanding of analytics equipped with business-focused insight and grounded in practical application. 

The Business Analytics: Decision Making with Data syllabus has been divided into 9 weekly modules. The curriculum covers topics like exploratory analytics, good and bad analytics, causal analytics, linking analytics, Artificial Intelligence, and machine learning. You will also learn the language to work with data scientists effectively.

To finish the course, you are required to put in 4 to 6 hours per week. The Business Analytics: Decision Making with Data programme will include learning tools, such as live faculty webinars, real-world application exercises, peer learning, feedback, and more. You will also gain a verified e-certificate upon completing the course.