Page 49 - Best Online IT Software Courses & Certifications 2025

Offered by

Google via Coursera

Certificate

Introduction to Git and GitHub

In the Introduction to Git and GitHub online course, the students will be working on the functionality of Git’s core. Provided on an online platform, the course has been set as a beginner-level course, where the students over a time frame of 28 hours will be dealing with the basic fundamentals of Git and GitHub.

The Introduction to Git and GitHub certification syllabus will be covering details on- Version Control and Automation, First Steps with Git, Installing Git, Installing Git on Windows, Fetching New Changes, Best Practices for Collaboration, The Pull-Merge-Push Workflow, Pushing Remote Branches, Rebasing Your Changes and others.

4 Weeks

Beginner

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Skills Covered:

Software development skills

Offered by

UMD via Edx

Certificate

Effecting Digital Transformation with Data Analytics Projects

4 Weeks

Beginner

₹ Free

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Offered by

UVA Charlottesville via Coursera

Certificate

Product Analytics and AI

4 Weeks

Beginner

₹ 6,638

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Offered by

Duke University, Durham via Coursera

Certificate

Linear Regression and Modeling

Linear Regression and Modeling certification is a 4 weeks course that only takes 10 hours in total from a candidate. This course is a collaborative effort between Duke University, and Coursera. The main aim that both these platforms have is to introduce both linear regression models- simple and multiple regression. With these models, one can judge a relationship between the different variable data points in a data set.

Linear Regression and Modeling training will help with the basics of linear regression that is used with data examples for learning, examining, and ultimately utilizing these, to sum up, the relationship between variables that are multiple. An example of such a case is that the training will let the students find out the relationships between how attractive a professor is, and on what parameters does he or she evaluate students. This relationship is usually examined by using statistical software like R, and RStudio which is free of cost.

4 Weeks

Beginner

₹ 4,115

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Skills Covered:

Statistical skills R Programming

Offered by

Babson College, Wellesley via Edx

Certificate

Analytics for Decision Making

4 Weeks

Beginner

₹ Free

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Offered by

KU Leuven, Leuven via Edx

Certificate

Data Analytics in Health – From Basics to Business

4 Weeks

Intermediate

₹ Free

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Offered by

Futurelearn

Certificate

Data Analysis and Fundamental Statistics

The Data Analysis and Fundamental Statistics Online course is an integral part of the Data Analytics For Business Training Programme conducted by the FutureLearn portal in partnership with Tableau and supported by Coventry University, U.K. With the help of this course, learners will understand the functions of data analysis and the use of statistical models to grow the business of the organisation. Also, candidates will learn about the benefits of data analytics and how to use Microsoft Excel as a data analysis tool.

The Data Analysis and Fundamental Statistics Certification syllabus is divided into four weeks in which learners will learn about the basics of data analytics fundamentals and the use of basic statistics. This course will be instructed in English by Jacques Haasbroek, who is a certified data analyst and holder of a chartered global management accountant designation. For admission to the Data Analysis and Fundamental Statistics course, candidates must visit the provider’s official website and register for the course. To get all details related to the course, candidates must go through the article below.

4 Weeks

₹ 900

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Skills Covered:

Knowledge of Excel Data science knowledge SQL knowledge Knowledge of Data Visualization

Offered by

Futurelearn

Certificate

Excel for Data Analysis

The Excel for Data Analysis certification course is the second installment of the Data Analytics For Business training programme provided by the FutureLearn portal supported by Tableau and Coventry University, U.K. The course will help learners to perform data analysis using Microsoft Excel and manage big data. Candidates will learn to structure data with the help of rows, columns and tables in Microsoft Excel. This course will help learners to gather knowledge of Excel and use it to organise data of the organisation.

The Excel for Data Analysis online course will be instructed by Jacques Haasbroek with English as a medium of instruction. The duration of the course is four weeks for which candidates will invest at least four hours weekly to complete the Excel for Data Analysis course syllabus on time. To apply for this course, candidates will have to visit the FutureLearn portal and register. Details regarding this course are given below in the article. Candidates are advised to go through the article carefully.

4 Weeks

₹ 900

Compare

Skills Covered:

Knowledge of Excel Data science knowledge SQL knowledge Database Management

Offered by

Futurelearn

Certificate

Introduction to Data Analytics with Python

4 Weeks

Beginner

₹ Free

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Offered by

Google via Coursera

Certificate

Foundations: Data, Data, Everywhere

Foundations: Data, Data, Everywhere Certification by Coursera introduces learners to the domain of data analytics with a hands-on curriculum curated by Google. The course material deals with ample key data analytics topics comprehensively and provides learners with industry-oriented learning through practice exercises, expert training and readings. The course will be delivered by current Google data analysts.

The mode of instruction and course delivery will offer excellent learning exposure with access to and knowledge of the best tools and resources. Foundations: Data, Data, Everywhere Certification Course can be pursued by anyone without any previous experience. The interested candidates have the leverage of pursuing the course with a flexible schedule and practising what they have learnt by revisiting video modules and resolving quizzes multiple times. The course ensures learners get technical knowledge of tools and understand how to implement the same.

Foundations: Data, Data, Everywhere Certification Syllabus has been designed in a way that candidates can learn about the key analytical skills involved in this domain, including data cleaning, data visualisation and data analysis. It will help them discover certain practical concepts like the data analysis process and data life cycle.

4 Weeks

Beginner

₹ 1,175

Compare

Skills Covered:

Data science knowledge

Offered by

Google via Coursera

Certificate

Ask Questions to Make Data-Driven Decisions

Ask Questions to Make Data-Driven Decisions is the second course in the Google Data Analytics certificate series. This particular course would teach the skills required to apply for data analyst positions at the introductory stage. The applicant will learn from the topics presented in the first course on Google data analytics. The material will allow registered candidates to learn how to make successful data-driven decisions while being connected with the needs of stakeholders.

Google's current data analysts will continue to train and offer students handy ways of performing the most advanced techniques and resources for basic data analysis activities. Candidates can get different opportunities to learn the dynamics and fundamentals of data-driving mechanisms. By the end of the course, the candidate will get Ask Questions to Make Data-Driven Decisions certification.

Complete online training will be provided to the candidates, and the course is provided by the Google instructors. The candidate will get an opportunity to learn from the top instructors with constant mentor support. At the end of the course, participants will be awarded a certificate.

4 Weeks

Beginner

₹ 1,175

Compare

Skills Covered:

Problem Solving Ability Decision making skills Data science knowledge

Offered by

Google via Coursera

Certificate

Analyze Data to Answer Questions

The Analyze Data to Answer Questions certification course is about data analysis that aims to impart education regarding the same through various modules. The course is designed as a beginner's level course to provide fundamental and advanced level information. Students who join this course will gain information regarding the organization of data, adjustment of data, aggregation of data, etc.

The course is available on the platform Coursera in the online mode. The course can also be joined and accessed for free as it offers learnings in the audit mode. The Analyze Data to Answer Questions certification syllabus can be completed in approximately 32 hours.

The course offers a self-paced mode of learning that allows the user to choose their desired study schedule as per their comfort. The course does not have any prerequisites for admission. The Analyze Data to Answer Questions online course also offers a subscription if students pay the stipulated amount that makes them eligible to get the certificate.

4 Weeks

Beginner

₹ 1,175

Compare

Skills Covered:

SQL knowledge

Offered by

RIT via Edx

Certificate

Data Literacy Foundations

4 Weeks

Intermediate

₹ Free

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Offered by

Springboard

Certificate

Introduction to Data Analytics

4 Weeks

$ 349

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Offered by

Penn via Edx

Certificate

Software Development Fundamentals

4 Weeks

Intermediate

₹ Free

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Offered by

Unity Technologies via Coursera

Certificate

Handheld AR App Development with Unity

Augmented Reality, or AR, is quickly transforming the way we interact with the world. The best part is most of the hardware that makes AR possible is already available on smartphones. Handheld AR App Development with Unity programme will help you design and create these Augmented Reality mobile applications for Android and iOS devices. You will dive into this intermediate course and learn about the different features offered by Unity’s AR Foundation, ARCore and ARKit.

Handheld AR App Development with Unity online course will teach how to build a complete AR environment and the best practices in user interaction and user experience with experienced faculty. This is the third and final course in the ‘Unity XR: How to Build AR and VR Apps Specialisation’ course series and requires a smartphone that can run ARKit and ARCore.

You can complete the Handheld AR App Development with Unity certification in about 14 hours. With flexible deadlines, online video lessons with multiple subtitles, financial aid and the option to enrol for free or obtain a certification with the paid subscription, this course will be ideal for VR application development in Unity.

4 Weeks

Intermediate

₹ 6,473

Compare

Skills Covered:

Designing skills

Offered by

Unity Technologies via Coursera

Certificate

Mobile VR App Development with Unity

The augmented and virtual reality industry is growing exponentially and creating wonders every day. It has revolutionised how we interact with technology, computers, and even each other. However, it is often challenging to find skilled professionals in this field. The Mobile VR App Development with Unity online course will teach you how to troubleshoot, develop, design, and publish your VR apps using Unity for Google Daydream, Oculus Go, or Gear VR, making you a fluent expert.

The Mobile VR App Development with Unity syllabus covers Oculus Go devices, the latest techniques recommended by VR engineers at Unity and more. You will learn how to create a complete VR environment to use even after finishing the course. Further, the programme will cover the best user experience practices, teleportation, interaction, and navigation design for VR. Ultimately, you will go from being a software developer to a VR developer.

The Mobile VR App Development with Unity by Coursera will run for four weeks and take you 32 hours to complete. The self-paced format will enable you to set deadlines according to your schedule and preference.

4 Weeks

Intermediate

₹ 6,473

Compare

Skills Covered:

Knowledge of Android Software Development

Offered by

National Institute of Electronics and Information Technology, Chandigarh

Certificate

MEAN Stack Development

The MEAN Stack Development course helps you to learn the fundamentals of the free, open-source software MEAN. It also allows you to dive into the various programming languages of MEAN such as Mongo DB, Express JS, Node JS, and AngularJS, which will help you build dynamic web applications and websites for organisations.

The MEAN Stack Development certification programme is a beginner's level course where you will be equipped to write MEAN applications for client-side and server-side, using one language. It is offered by NIELIT and is a part of the prestigious digital India programme by the Government of India.

Besides, the MEAN Stack Development online programme by NIELIT is taught by an experienced faculty with relevant industry knowledge. It would also cover the current trends and practices followed in the designing of websites and applications. The course is theoretical and helps you enhance your skills in the practical knowledge of building efficient web applications.

4 Weeks

₹ 2,100

Compare

Skills Covered:

Knowledge of MongoDB Web application development skills

Offered by

UW Washington via Edx

Certificate

Internationalization Creating Digital Content for the World

Creating a digital product that can be released into any market without altering its code is no child’s play. It requires a vital skill set that every developer or project manager must possess. This is why you should enrol in the Internationalization: Creating Digital Content for the World programme online course. It will help you grasp the fundamentals of internationalization.

The Internationalization: Creating Digital Content for the World certification course cumulates the concepts and techniques one must develop a digital product's core. Your course instructors will cover different writing systems, the directionality of scripts, and regional formats. What’s more, the programme curriculum will take you through the challenges you face while creating a foreign market product.

This online programme is an offering of the University of Washington. Your course instructors will be faculty members from the university itself. So, rest assured, you will receive quality guidance from industry experts. Besides, the Internationalization: Creating Digital Content for the World training lasts four weeks with a self-paced learning model. Edx offers 2 tracks, one is the audit track, and the other is the verified track. Both the tracks offer access to the course materials, but in the audit track this access is limited whereas in the verified track, the access is unlimited.

4 Weeks

Expert

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Offered by

World Wide Web Consortium via Edx

Certificate

Introduction to Web Accessibility

Introduction to Web Accessibility by edX has been formulated to provide a strong base in the digital world. The course will guide students in formulating websites and applications for the clients who require special needs and are challenged physically. The motto is to develop apps for people and help them by providing a global level of programme and making the experience better.

The Introduction to Web Accessibility by edX believes that accessibility is an important and essential requirement for every individual. The curriculum of the course has been designed for designers, developers, content authors, and project managers. Introduction to Web Accessibility certification course serves as a foundation in the domain of accessibility one needs to excel and flourish in the digital platform and pursue a professional career. The international standards for web designing will also be covered along the guidelines revolving around web content will be discussed in detail. The wide spectrum of technologies for people with special needs will be discussed in vivid detail in the journey.

The course is available to learn and progress at their speed but for a limited period during the audit track. Again, on the other hand in the verified track, the students will have unlimited period access to the course materials but with some amount as fee to be paid to Edx.

4 Weeks

Beginner

Compare

Skills Covered:

Knowledge of IT industry

Offered by

CloudSwyft Global Systems, Inc via Futurelearn

Certificate

Essential Mathematics for Data Science and Machine Learning: Using R

The course has been structurally and fundamentally designed to provide the students with a detailed analysis of the chapters that involve the notations used in machine learning and Artificial Intelligence. The online Essential Mathematics for Data Science and Machine Learning: Using R course will focus on the domain of mathematical concepts pertaining to machine learning. Over the time period of four weeks, the entire Essential Mathematics for Data Science and Machine Learning: Using R certification syllabus will be covered in detail. The students will be provided with assessments so that they can check their progress. Upon completing the programme, the students have their concepts cleared on - Statistics, probability, vectors, linear algebra, and others.

4 Weeks

₹ 900

Compare

Skills Covered:

Mathematical skill

Offered by

NVM via Futurelearn

Certificate

How To Start Your Career In Games Development

Enrol in the How To Start Your Career In Games Development course to kickstart a successful career in developing games. The course follows the career journeys of four individuals who recently began their careers as a part of the game development industry. It is free to join the course.

The FutureLearn How To Start Your Career In Games Development course covers the different skills that game development teams utilise. The programme will also take you through the process of strategising to display your skills while you apply for a position. Also, you get to know several ways to stand out from the competition.

How To Start Your Career In Games Development is an online course. It is delivered by three educators who boast years of relevant experience in the gaming and game development field. BGI developed this course along with The National Videogame Museum. Both these organisations work closely to bring a revolution in the gaming industry.

4 Weeks

₹ Free

Compare

Skills Covered:

Game designing skills

Offered by

UAL Creative Computing Institute, London , Institute of Coding via Futurelearn

Certificate

Create Expressive Videogames

Prepared by UAL Creative Computing Institute, and Institute of Coding mainly for the FutureLearn’s platform, this Create Expressive Videogames certification is a monthly online course wherein the candidates will have to utilize only 2 hours of their precious time. Candidates will learn how they can explore the theory and then practice creating video games on their own.

With the Create Expressive, Videogames certification syllabus candidates will be able to make brilliant video games by incorporating artistry and other techniques. Students will also analyze the decisions taken in published games, and create small games so that each week their toolbox is filled. Later on, with this course, candidates will feel the confidence to construct their video games which can take the video games to a level higher up.

Create Expressive Videogames training falls under the IT, and Computer Science category of courses, and will provide a detailed feminist approach to game design, and also its analysis. It helps in emphasizing the creation of smaller versions of independent games so that the developing agents can explain their experiences of creating those games.

4 Weeks

Beginner

₹ Free

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Offered by

IIT Bombay via Swayam +1

Certificate

Demystifying Networking

Demystifying Networking certification is a 4-week elective course that is an offering of the association between IIT Bombay, and NPTEL. This online course can be found on the provider platform Swayam. The course will actually help the participants with separate technologies of networking. Along with technologies, the candidates become aware of the concepts of networking as well.

Demystifying Networking training acts as an eye-opener for non-major students which means who have almost nil knowledge of the core concepts of the networking syllabus. As the certificate course gets over the students may wish to pursue other different courses of networking so delve deep into more specific technologies. Candidates who want to enrol may do so for free. However, in the case of the certificates, the registered candidates may take the proctored test by paying a cost of Rs 1,000 at any of Swayam’s designated test centres.

4 Weeks

₹ Free

Compare

Skills Covered:

Knowledge of computer networking

Offered by

Google via Coursera

Certificate

Networking in Google Cloud: Defining and Implementing Networks

4 Weeks

Intermediate

₹ 4,117

Compare

Offered by

IIT Madras (IITM) , IBM via Swayam +1

Certificate

Introduction to Quantum Computing: Quantum Algorithms and Qiskit

Introduction to Quantum Computing: Quantum Algorithms and Qiskit certification is a course that has been developed by leaders like IBM Research, IBM Systems, IIT Madras, and NPTEL directly on Swayam’s website. Quantum computing is emerging rapidly as one of the most disruptive technologies of recent times, and this new concept has been brought to our knowledge through this certification course. The course will be introducing how quantum error correction can be useful for lessening the noise effects in quantum devices.

Introduction to Quantum Computing: Quantum Algorithms and Qiskit training will be of potential help in solving some challenging problems that cannot be solved easily by using classical solutions. The institution IBM is a recognized leader of such technology, and hence this course is going to be extremely useful. This course does hold full-length sessions on the concepts, and usage of Qiskit. The most exciting part is that the end certification is usually accepted by the prestigious company IBM for jobs.

4 Weeks

₹ Free

Compare

Skills Covered:

Knowledge of physics

Offered by

Keio University, Minato via Futurelearn

Certificate

Understanding Quantum Computers

The Certification Course in Understanding Quantum Computers by Future Learn is an introductory course for candidates looking for career prospects in the field of quantum computing and applications related to it. The 4-week course in detail discusses the important algorithms and theories related to the subject of quantum computers. For a better understanding of concepts, students will be provided with a graphic description of the subject.

The course while dealing with key concepts on- computational complexity and quantum chemistry will have minimum usage of mathematical concepts. The course will provide an opportunity for the candidates to learn at their own pace. Students who take up the course will be subjected to new concepts that will require mental stretching. The course is provided by Future Learn and is co-partnered by Keio University, Japan. To course will allow all the learners to work vividly in the field of Quantum computing.

The course substantiates basic fundamentals of Quantum Computation like the no-cloning theorem, measurement, qubit, and others. Along with the basics, the course also throws light on the hardware aspect of Quantum computing. The Certification programme allows the learner to know the changing dynamics of computer science as a subject.

4 Weeks

Intermediate

₹ 6,500

Compare

Skills Covered:

Machine learning Knowledge of physics

Offered by

Davidson College, Davidson via Edx

Certificate

Introduction to SQL

4 Weeks

Beginner

₹ Free

Compare

Offered by

Digital Vidya

Certificate

Web Analytics Course Certification Online

The Web Analytics Course Certification Online by Digital Vidya will teach you core concepts of web analytics, including the basics of analytics, traffic sources, visitors, e-commerce, tools for web analytics, social media analytics, and actionable insights.

Moreover, the training course encompasses lessons in web analytics to help you use statistical algorithms, analyse, explore, understand data, and generate valuable insights from them. The Web Analytics Course Certification Online training consists of pre-recorded video lessons and presentations crafted by trained experts.

Also, the course includes instructor-led live sessions, real-time projects, hands-on assignments, interactive feedback, and over 15,000 free SEO tools. Furthermore, the Web Analytics Course Certification Online programme also provides a self-paced training module to skip and rewind lessons as per convenience.

The Web Analytics Course Certification Online training also involves a research-based internship where you have to create blog posts on the official website of Digital Vidya with your credentials. You will receive the web analytics certification after successful course completion.

4 Weeks

₹ 15,000

Compare

Skills Covered:

Decision making skills Knowledge of Google analytics Knowledge of Web Analytics

Offered by

IBM via Coursera

Certificate

Hands-on Introduction to Linux Commands and Shell Scripting

Shell scripting is the collection of operations that must be run so that the shell can do so. Long and repeated command procedures are allegedly combined within one program so that they can be performed as needed. The main goal of writing a shell script is to lighten the end workload. Hands-on Introduction to Linux Commands and Shell Scripting online certification is developed by IBM Skills Network and taught by Rav Ahuja - Global Program Director and Sam Prokopchuk - Data Scientist, which is offered by Coursera.

Hands-on Introduction to Linux Commands and Shell Scripting online course involves 14 hours of hands-on training materials that provide a practical introduction to Linux, commonly used Linux commands, Unix commands, and bash shell scripting to automate a range of activities. Hands-on Introduction to Linux Commands and Shell Scripting online classes discusses the concepts and techniques involved with topics like Linux distribution, networking, and shell scripting as well as will explain the methodologies for interacting with the Linux terminal, running commands, navigating directories, editing files, installing software, and more.

4 Weeks

Beginner

₹ 4,117

Compare

Skills Covered:

Knowledge of Linux

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