Page 25 - Best Online IT Software Courses & Certifications 2026

Offered by

IIT Kharagpur via Swayam +1

Certificate

Hardware Security

12 Weeks

₹ Free

Compare

Offered by

IIIT Hyderabad via Swayam

Certificate

The Online Privacy certification course is a 12-week elective programme which is online. This course is the responsibility of professor Ponnurangam Kumaraguru. IIT Madras, Swayam, and NPTEL have jointly taken up responsibility or offering a certificate jointly to all those who fulfil all the criteria related to it.

The Online Privacy training will help in understanding online privacy from an international perspective. The use of social media platforms like Twitter, Facebook, and other messaging services like Telegram and Whatsapp has risen over the years. The lack of understanding the privacy over the years for these platforms has given rise to privacy attacks in the online world both nationally and internationally. Hence this course is ideal for learning about different perspectives like cultural, psychological, and theoretical aspects of online privacy.

12 Weeks

₹ Free

Compare

Skills Covered:

Knowledge of Cyber Security

Offered by

BAOU Ahmedabad via Swayam

Certificate

Cyber Security Tools Techniques and Counter Measures

The Cyber Security Tools Techniques and Counter Measures Certification seeks to provide a foundational platform for cyber security aspirants by offering Cyber Security Awareness that improves the chances of spotting a scam or attack before it is fully implemented, minimising resource damage, and guaranteeing the protection of information technology assets through Cyber Security Tools Techniques and Counter Measures Classes.

All cyber security landscapes are covered both conceptually and practically in the Cyber Security Tools Techniques and Counter Measures Certification Syllabus. Cyberspace is the collective term for the interconnected system of information technology elements that serves as the foundation for many of the current communications technologies.

All students get a Cyber Security Tools Techniques and Counter Measures Certification by Dr. Babasaheb Ambedkar Open University (BAOU), Ahmedabad under the Swayam Initiative by the Government of India.

12 Weeks

Compare

Offered by

SPPU (UNIPUNE) via Swayam

Certificate

Cyber Crime Administration

A brief introduction to Cyber Crime Administration Certification describes how cyber security protects us from hackers, cybercriminals, and other fraudsters.

With these Cyber Crime Administration Classes, you'll study the fundamentals and cutting-edge knowledge of cyber security, in terms of both management issues and technological aspects.

The Cyber Crime Administration Certification Syllabus covers important subjects like the necessity for cyber security and cyber crime prevention techniques, as well as legal protection issues, the best security precautions, and what you can do on your own to be more secure online.

All students get a Cyber Crime Administration Certification by Savitribai Phule Pune University under the Swayam Initiative by the Government of India.

12 Weeks

₹ Free

Compare

Offered by

Columbia University, New York via Edx

Certificate

Machine Learning

Machine learning certification course by edX primary stage starts from the core development of computer programs that can acquire data and use it to learn for themselves. The course served by edx will guide the candidate through various topics that include, matrix factorization, classification and regression, topic modelling, sequential models, clustering methods, and model selection. In the first half of the course, we will cover guided learning techniques for regression and classification.

We will explore several fundamental methods which will be essential for performing this task and optimizing it with algorithms. In the second half of the Machine learning training course, we will shift to unguided learning techniques, where the end output will be more unpredictable based on a corresponding input. Any student or professional with knowledge of undergraduate probability, statistics, linear algebra, calculus, probability, and statistical concepts can enroll in this course. The course has a tenure of 12 weeks, where only 8-10 hours per week can push the candidate towards excellence. Under the guidance of ColumbiaX (Columbia University) after successful completion, every student will get a verified certificate with the institution's logo. Also Read: Machine Learning Practical Applications.

12 Weeks

₹ Free

Compare

Skills Covered:

Machine learning

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Introduction to Machine Learning

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.

12 Weeks

₹ Free

Compare

Skills Covered:

Knowledge of Algorithms Machine learning Data science knowledge

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Reinforcement Learning

The Reinforcement Learning program focuses on studying the mathematical grounds of reinforcement learning- a psychological phenomenon. Students will explore such concepts and view this learning paradigm in light of AI, research, and psychology. Through this AICTE approved course, learners can avail a verified certificate that validates their newly acquired expertise and acquired skills.

Spread across 12 weeks, the Reinforcement Learning certification syllabus is replete with learning modules, books, and research references. Students may proceed to the next module after completing the previous week’s topics. The curriculum highlights bandit algorithms, function approximation, hierarchical RL, and much more. It is an elective course based on AI, data science, and computer engineering.

The Reinforcement Learning online course is developed by IIT Madras. Professor Balaraman Ravindran from the institute instructs the study. For the certification, students need to write a proctored examination after completing the course and assignments. This certificate will carry logos of IIT Madras and NPTEL, which is verifiable on NPTEL’s website.

12 Weeks

₹ Free

Compare

Skills Covered:

Mathematical skill Programming skills

Offered by

Skill Lync

Certificate

Machine Learning Fundamentals in Depth

12 Weeks

₹ 40,000

Compare

Offered by

Princeton University, Princeton via Coursera

Certificate

Networks: Friends, Money and Bytes

Networking. The dynamically changing concept of this word in today's times has brought in so many related parallels that it is almost impossible to learn about them at once. But this interesting course taught by professors of Princeton University is one place where you can get all your networking questions answered.

The Course is a self-paced online course called Networks: Friends, Money, And Bytes by Coursera. It answers all the internet related questions one might have. Right from the CDMA doubts to how the internet works and how one can take advantage by knowing the inside functioning of these tools of the day.

The course will be extremely beneficial to those willing to open an online venture as online digital marketing is closely related to networking these days. The course offers insights on

Influencer marketing a candidate can apply in the working of his venture. It throws light on how the internet is functioning and relying on amazon reviews and ratings of NetFlix.

12 Weeks

₹ Free

Compare

Skills Covered:

Networking

Offered by

IIT Delhi via Swayam

Certificate

Scientific Computing using Matlab

12 Weeks

₹ Free

Compare

Offered by

Code Labs Academy

Certificate

Data Science Bootcamp

Students will be guided by Data Science Bootcamp certification course experts through the fundamental knowledge and practical skills necessary to start a successful career in data science. Learners will study data science's foundational theory and applications in the Data Science Bootcamp training.

This course is offered by the Code Labs Academy which will provide deep learning in data analytics, machine learning, and data science to the participants. The boot camp focuses on providing students with hands-on experience with real-world datasets and industry-relevant projects, teaching participants how to extract insights, build predictive models, and make data-driven decisions.

Electronic Health & Medical Records Specialist

12 Weeks

$ 2,700

Compare

Offered by

IIT Bombay via Swayam +1

Certificate

Learning Analytics Tools

12 Weeks

₹ Free

Compare

Offered by

IIT Kharagpur via Swayam +1

Certificate

Next Generation Sequencing Technologies Data Analysis and Applications

The transformative 12-week Next Generation Sequencing Technologies: Data Analysis and Applications certification course explores the groundbreaking impact of NGS technologies on Bioscience, Biotechnology, and Medicine. Participants gain hands-on experience in analyzing genomic and transcriptomic data, focusing on single nucleotide polymorphisms (SNPs), indels, and the complexities of transcriptomic analysis.

With industry support from genomics companies, the Next Generation Sequencing Technologies: Data Analysis and Applications certification by Swayam caters to students, faculty, and industry professionals, requiring a basic understanding of programming and statistics. Upon completion, participants receive 3 credit points, positioning them for success in the dynamic fields of genomics and computational biology.

Also Read: Online Data Analysis Certification Courses

12 Weeks

₹ Free

Compare

Offered by

IIT Kharagpur via Swayam +1

Certificate

Operating System Fundamentals

The Operating System Fundamentals certification course provides a comprehensive exploration of computer software that manages hardware components. Aimed at undergraduates in Computer Science, IT, and related fields, it covers key aspects like process management, memory allocation, and security. The course has a duration of 12 weeks and industry support from software companies.

The Operating System Fundamentals certification by Swayam ensures a solid foundation for understanding and designing computer systems. The course covers crucial topics like process management and security and aligns with the GATE syllabus. Students gain practical insights into computer system design, ensuring readiness for both academic and professional challenges.

Also Read: Online Operating System Certification Courses

12 Weeks

Compare

Offered by

IIT Kharagpur via Swayam +1

Certificate

Geographic Information System

The Geographic Information System certification course focuses on introducing students to GIS using free and open-source software. Covering fundamental concepts and analysis of geographical data accuracy, the course caters to fields like Geoinformatics, Urban Planning, Civil, and Electronics. Prior knowledge of set theory and remote sensing is beneficial.

The Geographic Information System certification by Swayam offers a practical approach, coupled with examples, ensuring a comprehensive understanding of GIS, with industry support from ESRI, Hexagon Geospatial, SkyMap Global, GISDATA, Digicollect GIS, and GIS Maps. The completed course earns participants 3 credit points in design engineering.

12 Weeks

Compare

Offered by

IIT Kharagpur via Swayam +1

Certificate

Software Engineering

The Software Engineering certification course offers a comprehensive exploration of the challenges inherent in managing and developing software on a grand scale. Students delve into essential concepts like life cycle models, requirements specification, design, and testing, learning strategies to navigate complexities effectively. Prerequisites include proficiency in C, Java, or C++ programming.

Catering to postgraduate Computer Science and Information Technology students, the Software Engineering certification by Swayam provides a deep dive into large-scale software project management. With 3 credit points, students gain vital skills and knowledge to tackle real-world challenges, emerging equipped to excel in the demanding landscape of large-scale software development.

Also Read: Online Software Engineering Certification Courses

12 Weeks

Compare

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Design and Implementation of Human Computer Interfaces

12 Weeks

₹ Free

Compare

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Finite Element Method Variational Methods to Computer Programming

12 Weeks

Compare

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

System Design for Sustainability

12 Weeks

₹ Free

Compare

Offered by

IGNOU via Swayam

Certificate

BLIE-229 ICT in Libraries

12 Weeks

₹ Free

Compare

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Parallel Computer Architecture

12 Weeks

₹ Free

Compare

Offered by

IIT Kanpur via Swayam +1

Certificate

Exploratory Data Analysis for Data Science with R Software (English)

12 Weeks

₹ Free

Compare

Offered by

IIT Kharagpur via Swayam +1

Certificate

Foundations of Cyber Physical Systems

12 Weeks

₹ Free

Compare

Offered by

IIT Bombay via Swayam +1

Certificate

High Performance Scientific Computing

12 Weeks

₹ Free

Compare

Offered by

IIT Delhi via Swayam +1

Certificate

Introduction to Large Language Models

12 Weeks

₹ Free

Compare

Offered by

IIT Bombay via Swayam +1

Certificate

Network Security

12 Weeks

₹ Free

Compare

Offered by

IIT Roorkee via Swayam +1

Certificate

RF Transceiver Design

12 Weeks

₹ Free

Compare

Offered by

DAVV via Swayam

Certificate

Computer Networks

The Computer Networks online course details the basic concepts of computer networks. It deals with concepts line- the role of seven OSI layer, uses of computer network, advanced networking, protocols, network standards, mobile phone networks, and other topics pertaining to mobile networking.

At the end of the programme on Computer Networks by Swayam the students will thus have their fundamental concepts in computer networks cleared and also enhanced. Since the course type is modeled as elective it will be helping the students learn skills at the undergraduate level. The online certification course will thus be emphasizing more on the subject of computer science and engineering.

The course will be recognised by the government of India and will be conducted under the aegis of the HRD Ministry. After completing the programme the students will learn about audio input and output. They will also become efficient more in the provision of network hardware systems.

12 Weeks

₹ Free

Compare

Skills Covered:

Computer skills

Offered by

IGNOU via Swayam

Certificate

Web Content Management

The Web Content Management programme by Swayam is a postgraduate, elective course for the Master of the Library and Information Sciences (MLIS). The course aims to develop the basics of content development, teach the usage of tools for e-publication, virtual reality, and content development. It also talks about CMS applications Drupal and Joomla, and the e-learning platform Moodle.

The Web Content Management online course curriculum includes topics such as web hosting, managing multimedia content, screencasting tools and techniques, introduction to Moodle, and more. Prof Uma Kanjilal will deliver the course. She has more than 30 years of teaching experience in IGNOU and was a Fulbright scholar at the University of Illinois, Urbana Champaign, USA.

However, if you wish to acquire the certificate, you will have to take certification exams for which you have to register separately on Swayam’s official website. The course will continue over a period of 12 weeks.

12 Weeks

Compare

Skills Covered:

Content Management skills

Exams

Colleges

Predictors

Resources

Quick links

Exams

Colleges & Courses

Predictors

Resources

Exams

Colleges

Predictors & E-Books

Resources

Engineering Preparation

Medical Preparation

Law Preparation

MBA Preparation

Exams

Colleges

Resources

Exams

Colleges

Predictors & Articles

Resources

Exams

Colleges

Predictors

Resources

Exams

Colleges

Upcoming Events

Resources

Exams

Colleges

Resources

Quick Links

Top Streams

Specializations

Resources

Top Providers

Exams

Colleges

Resources

Diploma Colleges

Exams

Colleges

Resources

Exams

Resources

Top Courses & Careers

Colleges

Exams

Upcoming Events

Resources

Other Exams

Exams

Colleges

Top Countries

Resources

Exams

Top Schools

Products & Resources

NCERT Study Material

Popular Searches

Online IT Software Courses & Certifications

Credential

Course Type

By Date

Program level

Provider

Duration

mode of Study

Degree

Course Fee

Pricing

Payment Options

Course Level

Certificate availability

Financial AID

Language