Page 30 - Best Online IT Software Courses & Certifications 2026

Offered by

NITTTR Chandigarh via Swayam

Certificate

Big Data Analytics For Smart Grid

The Big Data Analytics For Smart Grid certification course is an 8-week course that uses the concepts of Python programming language is an open-source software to demonstrate the use of Big Data Analytics in smart grid systems. The data in today’s world is influenced by the fast developments taking place in cloud computing and digital technology involving human activity, communications, sensors and digital equipment.

The Big Data Analytics For Smart Grid training will involve case studies and begins with the introduction and importance of such analysis with data collection through intelligent devices, machine learning, deep learning, and its associated algorithms.

The coursework is intended for both academic based attendees such as students, faculty and industry professionals. This course is supported and framed in collaboration with industries such as IBM and Opal-RT. This Big Data Analytics For Smart Grid programme aims to explore the issues arising in the processing and analysis of large volumes of data which is challenging to be done in a structured way.

8 Weeks

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Skills Covered:

Machine learning Knowledge of Big Data Knowledge of cloud computing Data science knowledge

Offered by

Google via Udacity

Certificate

Front End Frameworks

In the Front End Frameworks online course, the students will be studying the process of building single-page applications in various front end platforms that include Front End frameworks. In the session on Front End Frameworks by Udacity, the students will be taught and exposed to the usage of the Ember application.

Upon taking the eight weeks programme, the students will be studying the key techniques and architectural designs that will further help and strengthen the working of the framework. In the course curriculum, the students will be studying complex web applications more easily by incorporating the framework of JavaScript in the programme module.

8 Weeks

Expert

₹ Free

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Skills Covered:

Web application development skills

Offered by

IBM via Edx

Certificate

Introduction to Watson AI

In the Introduction to Watson AI online course, the applicants will be learning the working principles of using Artificial Intelligence with the help of the mechanisms of IBM Watson. The students will be studying the ways AI works on the IBM platform. The ways of how Watson works with its client will also be covered in the Introduction to Watson AI certification syllabus.

The Introduction to Watson AI programme will be delivered in 8 weeks time frame. The module will cover important topics and will help the candidates develop an understanding of- How IBM Watson AI works, Experience and demonstrate AI in action yourself using Watson, Common use cases for AI, Fundamentals of AI and Watson machine learning, and others. For making the course accessible subtitles are available and lecture videos, quizzes, and assignments have been provided. The programme has the provision of self-paced learning.

Learners will have the leverage and choose any track from the two mentioned ones: audit and verified tracks. These tracks are self-paced and offer limited and unlimited course material access for the verified and audit tracks respectively.

8 Weeks

Beginner

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Skills Covered:

Knowledge of Artificial Intelligence

Offered by

Chalmers University of Technology, Gothenburg via Edx

Certificate

Computer System Design: Advanced Concepts of Modern Microprocessors

The Computer System Design: Advanced Concepts of Modern Microprocessors course by edX is a computer science course that explains advanced concepts behind today’s multi core-based computers’ design. Derived from the Chalmers University of Technology’s advanced graduate programme in computer architecture, this eight-week training is instructor-led, requiring four to six hours of studying every week.

The Computer System Design certification syllabus covers an extensive range of topics. These include the essentials of exploiting parallelism amidst instructions, like branch predictions, out-of-order executions, exception handling, etc. It also touches upon memory systems’ advanced concepts, including cache coherency and prefetching. These vital learnings will help you understand how future computer systems will rely on these to maximise their computer effectiveness.

Furthermore, you can audit this Computer System Design: Advanced Concepts of Modern Microprocessors online course for free thereby getting limited course material access or paying to receive the certification during the verified track that offers unlimited course access. There are video transcripts to help you understand the curriculum lessons fluidly. You will also be part of a learners’ community, filled with like-minded individuals to discuss topics.

8 Weeks

Expert

Compare

Skills Covered:

Knowledge of computer application

Offered by

Chalmers University of Technology, Gothenburg via Edx

Certificate

Computer Systems Design for Energy Efficiency

Understanding a modern computer’s building blocks and how they directly affect a program’s efficiency and speed is crucial to being a skilled computer science professional. Whether you work with mobile computer-based, cloud, or embedded systems, energy efficiency and performance are the key drivers of competitiveness and usability of computerised products. EdX presents the Computer Systems Design for Energy Efficiency certification course to make you fluent in these concepts.

The Computer Systems Design for Energy Efficiency certification syllabus will teach you about designing modern multicore-based computers. It will also guide you in understanding how your design choices impact energy consumption and performance. The curriculum covers design principles like cache memories and pipelines that govern modern microprocessors and ways to determine your design’s effect on energy efficiency and execution time.

Offered by the Chalmers University of Technology, the Computer Systems Design for Energy Efficiency programme originates from their senior undergraduate curriculum in ‘Computer System Design’. This eight-week intermediate training follows an instructor-led schedule, which you can either audit for free or purchase to get the prestigious certificate. It is entirely online and requires no prior knowledge about how computers work. Students can choose their paths from among the ones stated on the Edx website. These are called the audit and the verified track which are both self-paced. The verified track is payable but offers unlimited access and the audit track is completely free but offers only limited course material access.

8 Weeks

Intermediate

Compare

Skills Covered:

Knowledge of computer application

Offered by

Juno College of Technology

Certificate

JavaScript

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

8 Weeks

Intermediate

$ 2,000

Compare

Skills Covered:

Programming skills

Offered by

Juno College of Technology

Certificate

Full-Stack Development

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

8 Weeks

Expert

$ 2,000

Compare

Skills Covered:

Web application development skills

Offered by

Juno College of Technology

Certificate

Data Analytics Course

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.

8 Weeks

Beginner

$ 2,000

Compare

Skills Covered:

SQL knowledge Tableau knowledge

Offered by

MIT Cambridge via Emeritus

Certificate

Artificial Intelligence in Healthcare Fundamentals and Applications

8 Weeks

$ 2,650

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Offered by

IIT Kharagpur via Swayam +1

Certificate

Machine Learning for Earth System Sciences

The Machine Learning for Earth System Sciences certification course offers a comprehensive exploration of spatio-temporal statistics and data mining, focusing on their applications in earth system sciences. Intended for final-year undergraduates, postgraduates, and research students, it covers earth system observations, data analytics, and modelling in domains like hydrology and climate.

Prerequisites include mandatory machine learning knowledge, optional deep learning expertise, and a working understanding of earth system science domains. The Machine Learning for Earth System Sciences certification by Swayam caters to both undergraduate and postgraduate levels, fostering a solid grasp of statistical concepts in analysing earth system phenomena.

Also Read: Online Machine Learning Certification Courses

8 Weeks

Compare

Offered by

IIT Kharagpur , Google Cloud via Swayam

Certificate

Google Cloud Computing Foundations

The Google Cloud Computing Foundations certification course provides a comprehensive exploration of cutting-edge technologies, empowering students to navigate the complexities of Cloud Computing and ML. By emphasising practical skills and hands-on experience, it equips participants with a valuable skill set highly relevant to today's technology-driven landscape.

The Google Cloud Computing Foundations certification by Swayam is tailored for individuals with a foundational understanding of IT and a keen interest in delving into Cloud Computing and Machine Learning (ML). Throughout the course, students explore key concepts in Cloud and ML, which contribute to their overall undergraduate academic progress.

Also Read: Online Cloud Computing Certification Courses

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Introduction to Modern Application Development

8 Weeks

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Offered by

IIM Amritsar

Certificate

Advanced Data Analytics

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.

56 Days

₹ 25,000

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Skills Covered:

Knowledge of Excel Knowledge of Python R Programming Data science knowledge

Offered by

Edureka

Certificate

Spring Framework Certification Training

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.

8 Weeks

₹ 17,995

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Skills Covered:

Web application development skills

Offered by

IIM Amritsar

Certificate

Introduction to Data Analytics

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.

56 Days

₹ 25,000

Compare

Skills Covered:

Data science knowledge Knowledge of Python Knowledge of Excel

Offered by

Princeton University, Princeton via Coursera

Certificate

Networks Illustrated: Principles Without Calculus

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.

8 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Mathematical skill

Offered by

Vanderbilt via Coursera

Certificate

Java for Android

This certification programme on Java for Android will teach candidates the basic fundamentals of Java and its application and uses in Android app development. The course covers the key Java features that are responsible for controlling the execution flow through an android application. It provides an insight into the Java conditional statements and looping constructs used in the flow of execution. It helps in learning to enable access to all the structured data like the built-in arrays in the collection framework of Java such as the HashMap and ArrayList.

Candidates can apply the learnt java features of this Java for Android course in the core android component features like the basic User Interface elements and activities with help of the common tools learned in this programme. Java programs in the course help you to gain hands-on experience by making use of Android Studio to develop android apps as practice assignments.

The course requires candidates to work on a project at the end of the programme that is required for passing the course. It gives our regular writing assignments and programming assignments to learn to use all the concepts taught in the lectures. The Java for Android course is an intermediate level programme taught by experts from the industry.

8 Weeks

Beginner

₹ 3,369

Compare

Skills Covered:

Programming skills

Offered by

University System of Georgia, Atlanta via Coursera

Certificate

The GRC Approach to Managing Cybersecurity

Managing cybersecurity is all about managing risk, specifically the risk to an organization’s invaluable information assets. The GRC Approach to Managing Cybersecurity course examines the importance of governance, risk management, and compliance or GRC in the overall cybersecurity management process. The role of GRC in critical functions of policies, planning, and the administration of technologies for giving support to the protection of critical information assets, is also discussed.

The GRC Approach to Managing Cybersecurity training course is part of the Managing Cybersecurity Specialisation programme, offered by the University System of Georgia. It is the second in a series of five courses. The medium of instruction for the pre-recorded video lectures is English, and each video is around fifteen minutes long.

At the end of each module of the Coursera GRC Approach to Managing Cybersecurity programme, there are suggested reading materials and practise assignments. After the completion of the course, candidates can purchase a shareable electronic certificate from Coursera which they can add to the Certifications section present on their LinkedIn profiles.

8 Weeks

Beginner

₹ 13,514

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Skills Covered:

Risk taking Knowledge of Cyber Security

Offered by

Google via Coursera

Certificate

Smart Analytics, Machine Learning, and AI on GCP

8 Weeks

Intermediate

₹ 4,117

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Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Introduction to Machine Learning (Tamil)

8 Weeks

₹ Free

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Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Data Analysis for Biologists

Data analysis is very critical in biology and one of the key skills of biologists for academic research and industry. Data Analysis for Biologists can guide you on the possession of data analysis needed for biology practitioners. The online course is an 8-week long program. Data Analysis for Biologists Certification Course will walk you through the concepts of data analysis and its application in biology as well as the concepts of linear algebra, statistics, and the whatnot.

Data Analysis for Biologists Certification is offered jointly by Swayam and IIT Guwahati which can be enrolled by the learners without paying any fee. However, the certificate of completion will be provided to those who sat for the exam by paying the fee. The course is meant for undergraduate and postgraduate level learners who are from the background of biology and biotechnology.

8 Weeks

₹ Free

Compare

Skills Covered:

Data science knowledge

Offered by

Google via Coursera

Certificate

How Google does Machine Learning

8 Weeks

Beginner

₹ 4,117

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Offered by

Google via Coursera

Certificate

Deploying SAP on Google Cloud

8 Weeks

Beginner

₹ Free

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Offered by

IIT Bombay via Swayam +1

Certificate

Design and Engineering of Computer Systems

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.

8 Weeks

₹ Free

Compare

Skills Covered:

Knowledge of engineering

Offered by

Upskillist

Certificate

React JS Course Online

8 Weeks

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Offered by

Tandon School of Engineering, New York via Emeritus

Certificate

Penetration Testing and Vulnerability Analysis

This online course is a comprehensive and hands-on programme designed to equip participants with essential skills in offensive cybersecurity. This Penetration Testing and Vulnerability Analysis certification by Emeritus aims to empower participants with the knowledge and techniques to proactively identify and resolve vulnerabilities in digital systems.

Throughout the eight-week Penetration Testing and Vulnerability Analysis online course, participants delve into various aspects of penetration testing, also known as ethical hacking. They learn to assess digital assets such as workstations, web apps, mobile apps, services, networks, and cloud infrastructure to uncover weak points that could be exploited by malicious actors. The Penetration Testing and Vulnerability Analysis certification course goes beyond theoretical concepts, providing a practical experience in a secure virtual environment, where participants learn to develop proposals for penetration tests, execute them, and compile detailed post-test reports.

8 Weeks

$ 2,200

Compare

Skills Covered:

Business analytics knowledge Predictive Modeling knowledge

Offered by

IIT Kanpur via NPTEL

Certificate

Introduction to Blockchain Technology and Applications

8 Weeks

Compare

Offered by

MIT Cambridge via Edx

Certificate

Cybersecurity for Critical Urban Infrastructure

Cybersecurity for Critical Urban Infrastructure by edX is for professionals willing to learn about the risks and threats that cybersecurity poses to our critical urban infrastructure today. The course is a detailed study on the various ways hackers target the critical infrastructure of any city, like the waste management, communication systems, energy, transportation and other health and emergency services and try to extort money, terrorise or pose threats to the city. Cybersecurity for Critical Urban Infrastructure training by edX details further on how the hackers in recent times have used ransomwares for encrypting the city data of critical services and demand public agencies money in return for their own data. It will help candidates who are looking to understand cyberattacks on the cities to gain an insight into the cyberattack and how to fight it.

The Cybersecurity for Critical Urban Infrastructure classes course will prepare candidates willing to work for different government agencies about the vices of cyberattacks and the latest technologies involved in these attacks on the critical infrastructures. The course details the methodology of attacks, protective measures, security requirements, prevention measures etc. for providing a deeper understanding of the functioning cybersecurity in the city. Through various detailed video lectures, the Cybersecurity for Critical Urban Infrastructure online course offers case studies and key take away surveys for students to timely evaluate their understanding of the topic. The course syllabus is best suited for candidates who wish to find employment in agencies and government offices and wish to develop an outlook from the cybersecurity perspective. Cybersecurity for Critical Urban Infrastructure certification will equip candidates with the latest cyber security measure and more.

7 Weeks

Expert

₹ Free

Compare

Skills Covered:

Knowledge of Cyber Security

Offered by

University of Texas, Austin , The University of Texas Medical Branch, Galveston via Edx

Certificate

Real Time Bluetooth Networks Shape the World

Embedded systems are more of a necessity than a choice in our technologically-driven world. This lays the ground for an increasing need for engineers who can understand the domain of embedded systems. Through edX’s Real-Time Bluetooth Networks - Shape the World programme, you will learn to develop an RTOS or real-time operating system.

The Real-Time Bluetooth Networks online course is a project-based programme that will impart hands-on training. It is an offering of The University of Texas at Austin and will help you develop a personal fitness device with BLE or Bluetooth connectivity. Additionally, the course curriculum dives into RTOS’s fundamentals. Although it is a free-to-enrol course, you need to buy a lab kit for the programme.

The lab kit consists of resources that will allow you to comprehend the programme teachings even if you do not possess a prior experience in I/O device driver software and circuits. It comprises a Bluetooth module and a microcontroller board as well. This intermediate-level Real-Time Bluetooth Networks training has a duration of seven weeks.

7 Weeks

Intermediate

Compare

Skills Covered:

Programming skills

Offered by

The Linux Foundation via Edx

Certificate

Business Considerations for Edge Computing

Offered by edX, this is a 7 weeks online course in which students have to contribute 1-2 hours of weekly effort to be able to complete the Business Considerations for Edge Computing training. The computing programme is free of cost but with an additional fee of the specified amount, the candidate can secure a Verified Certificate from the institution. Linux FoundationX has come up with the Business Considerations for Edge Computing certification course at an introductory level for students who are keen on learning about digital transformation.

The course will help candidates study what Edge is and how it has been a huge player in digital transformation in the world. Along with studying Edge, students will also study its relationship with and the rise of its ancillaries such as 5G, IoT, and AI. Candidates and faculties will together analyze data security and privacy so they can share examples and methods of how they can encourage more innovation with Edge under the Business Considerations for Edge Computing online course. The candidates will get free audit track access for a limited period only whereas the verified track gives unlimited access to the course. Both these tracks can be learned in the self-paced mode.

7 Weeks

Beginner

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Skills Covered:

Knowledge of Digital Tools

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