Free It Software Courses & Certifications

The Operating System certification course is meant for undergraduate students who want to learn about different operating systems. The course is provided to the students by IIT, Madras. The programme is approved by NPTEL as well as AICTE.  The classes will be conducted thoroughly in online mode through video lectures, assignments, tests, etc. Candidates who learn from this Operating System online course will be knowledgeable about how the operating system services take place, how the designs are made, how these are made better, etc. 

The course can be pursued as a full time course or according to the wish of the students. Students can complete the whole Operating System certification syllabus of the training in 1 week or by the end of the year, depending on the candidate since this is a self paced course. However, the said time period to learn from the course is 12 weeks. The platform allows the students to have a certificate at the end of the course or upon the successful completion of the programme. To get the certificate for the Operating System programme, students have to go through the process of registration, exam fees, and a final exam.

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.

The Social Networks certification course throws light on the multitude of social media we use in our daily life. Students are educated on the different ways networks available online could be depicted in the form of graphs; graphs that hold a great deal of hidden information. This undergraduate course falls under the domain of Computer Science and Engineering and is spread over a duration of twelve weeks. 

The Social Networks online programme is offered by one of India’s top institutes, IIT Ropar. The course is taught by Professor Sudarshan Iyengar, who has four years of academic expertise and is currently working as an assistant professor at IIT Ropar. Students are also trained with tools like sociology game theory, and graph theory, to name a few. 

The Social Networks online course is an AICTE-certified FDP course. Through this elective course, students can learn how to study graphs and learn a great deal of information through their properties. This study is popularly referred to as social network analysis. 

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

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

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

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

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

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

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

The Advanced computer architecture online course is a 12 weeks online certification program offered by Swayam, an initiative by the government of India’s ministry of education. The Advanced computer architecture training will teach candidates about advanced elements of processor design, with a particular emphasis on GPUs, out-of-order pipelines, and compiler methods for improving ILP. The course covers main memory technology such as DDR-4 and cache design. The Advanced computer architecture syllabus focuses on the concept of memory models and on-chip networks. The last section of the course will go into hardware security,low-power design, and dependability.

The Natural Language Processing is an online course offered by the National Programme on Technology Enhanced Learning (NPTEL)-Swayam, which is an educational initiative of MHRD in association with seven IITs and the IISc, Bangalore to provide quality education to anyone interested to earn a certification form these reputed institutes. 

The Natural Language Processing Certification helps the participants to build a thorough understanding of natural language processing (NLP) which is very crucial for many analytics tasks that involve text content and text processing and became very common thanks to the arrival of social media. 

The Natural Language Processing Certification by NPTEL-Swayam helps the candidates to delve into the foundation and basic concepts of NLP along with hands-on sessions to make them capable of dealing with a problem and building applications on their own. The learners will study language modelling and applications of text mining such as text summarization, text classification, sentiment analysis, opinion mining, etc. 

Developed by the IIT, Kharagpur faculty, the Machine Learning For Soil And Programme Offerings Tags: Management certification is a 12 weeks online course. The course is an AICTE approved one that can be found for studying on the Swayam website. This undergraduate-level course is taught by a professor of IIT, Kharagpur named Somsubhra Chakraborty. The course has been developed to learn new eco-friendly ways to replace the traditional ways of enhancing crop productivity.

The Machine Learning For Soil And Programme Offerings Tags: Management is designed to cover the separate applications of deep learning, and machine learning for better management of soil, and crops. Ideal for even undergraduate students, this course can allow the learning to be applied by these students for the development of portable sensors that can be developed based on an integrated management system of soil, and crops. Though an electronic mode of certification is offered, the exam conducted is proctored.

The Ethical Hacking certification course is a 12 weeks program that is completely online and is taught by IIT Kharagpur professor Indranil Sengupta. The online platform of Swayam is used for offering the teachings of this ethical hacking course. Ethical hacking is a subject that is very important in these recent years. Thus learning this course has become very essential for both individuals, and organizations who want to work toward the information technology infrastructure. 

The Ethical Hacking training is ideal for students who belong to a background in IT, Communication, Computer Science, Engineering in more. This ethical hacking course is ideal to help the organization prevent vulnerabilities in a system, application, or infrastructure that an attacker can use for exploitation. The online ethical course will help in preventing security breaches.

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

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

The 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. 

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. 

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. 

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

The ever-increasing use of data and data storage has led to major innovations in the field of computer architecture. The gradual evolution in computer designs, networking components used or transmission of data, and devices used for storing data propose challenges to computer engineers to bring innovations in computer architecture.

The course will provide in-depth knowledge of building microprocessors, sequential processors, and pipeline processors. It will also provide insight into the working of the interior components and the microprocessors of modern times. It also focuses on teaching how to build vector processors. 

The entrant will explore various types of parallelism like process level, thread-level, and vector level. They will also be learning to build interior working components including varied structures and algorithms that are required to build present-day microprocessors.

Over and above, the course is designed such that it achieves high-quality standards that are at par with Princeton University. 

Machine Learning is a highly demanded skill in the 21st Century. ML is the application of Artificial Intelligence  that provides systems with the ability to learn and improve from experience, without any explicit programming and human intervention. It is the study of computer algorithms that automatically improve through experience. ML has now become an integral part of our lives, and data science and AI professionals are looking to upskill in this. In Coursera’s Machine Learning training course, you will learn the most effective ML techniques and gain experience in their practical applications with precision. 

The Coursera Machine Learning programme teaches the extensive theories behind Machine Learning so that you can quickly learn to apply the techniques to new problems. Besides Machine learning, this course also provides an introduction to data-mining, artificial neural networks, logistic regression, and statistical pattern recognition. 

This Machine Learning certification course is offered by Stanford University and is taught by one of the top educators of Stanford. It takes approximately 60 hours to complete this course. It has 18 modules rife with pre-recorded online lectures, readings and practice exercises for self-evaluation. 

Android Applications have quickly changed the entire world and it still happens to be the producer of one of the most in-demand jobs across the world. For many coding enthusiasts, being the best at app development in android is a dream far away and out of their reach.

Coursera’s Developing Android Apps with App Inventor programme is a course that paves way for candidates to their dreamland with a university-level syllabus and instructors. Candidates with little to no experience or even computing knowledge can also achieve mastery in developing Android Applications with this course. It offers hands-on experience with the MIT App Inventor.

It is a block-based programming tool that works ideally for both beginners and students of intermediate level. Candidates will learn to develop completely functional apps from scratch suitable for any Android device. Moreover, it puts them in a much higher rank in the competitive world of today with the skills and experience gained.

Alibaba Cloud Native Solutions and Container Service Certification by Coursera demonstrates everything a candidate should know about Alibaba Container Registry Service and Cloud Container Service. It will help them understand the basic concepts of cloud-native applications. Not only this, they will gain extra benefits from the Alibaba cloud, including learning about the commercial implementation of Kubernetes and container technology. 

Candidates can conveniently learn at their own pace at flexible deadlines and reset them as per their schedule. This intermediate-level course is primarily focused on cloud-native operations and development. Alibaba Cloud Native Solutions and Container Service certification syllabus will also teach the learners about DevOps, Cloud Computing Security and Managing Containers. 

As the Global Technical Training Instructor of the Alibaba Cloud Academy, Steve Xue is great. The instructor ensures candidates learn something fascinating and new in this field with each passing day of the course. Candidates will progress academically by learning with other peers and share information through discussion forums, which shall also be a forum to address their doubts. By giving a minimum time commitment of four hours and performing the exercises sincerely, candidates can become qualified Cloud-Native Developers.

Offered by the University of Michigan, the Internet History, Technology, and Security programme by Coursera will lay an emphasis in the life of candidates who want to make a career in the field of networks and Internet. Understanding the key importance of the web and the Internet, candidates will start taking this area seriously. They will gain knowledge as to how the web and internet can be used to create something massive, innovative and lastly helping the society in progressing. 

The programme has been conceptualised keeping future trends into consideration. The candidates will hold expertise in this field and gain immense learning in Internet Protocol, Internet Security, Internet and Internet Architecture. 

This is a 15-hour course and candidates will receive a certification after they submit all the assignments and meet the requirements. Candidates who are willing to enrol in the programme but are facing financial difficulties can apply for financial aid as well.

Introduction to DevOps and Site Reliability Engineering by edX provides an amazing chance for all the students who want to pursue a career as a site reliability engineer. Candidates need to attend all the classes in online mode only. Introduction to DevOps and Site Reliability Engineering syllabus is created by The Linux Foundation in collaboration with edx platform. Candidates need to spend 10 weeks completing this program. 

Students should study 1-2 hours each week through Introduction to DevOps and Site Reliability Engineering certification. Participants will be able to understand the basic concepts related to the subject of computer science. Experienced faculty will provide tips and tricks for becoming successful in the field. Introduction to DevOps and Site Reliability Engineering by edX is an introductory-level course. Certification for the program will be provided with the name of the students and the logo of the collaborated university once the programme is completed successfully. Verified certification and unlimited access will be given after paying the required fee in the verified mode. Limited course access with no certification is offered in the audit track which is free of cost.

Any cloud-native ecosystem requires a functional service mesh, and it is one of the most critical components. The Linux Foundation offers the Introduction to Service Mesh with Linkerd course on edX, to impart knowledge of the usage of an open-source, ultralight CNCF mesh service for Kubernetes, Linkerd. 

In a Kubernetes ecosystem, you can add reliability, observability, and security to an application, using the right service mesh. Through this introductory course on edX Service Mesh with Linkerd online training, candidates will be able to gain invaluable practical knowledge of one of the most popular and in-demand cloud-native technologies. Mr. Charles Pretzer will be your program instructor.

Further, during this ten-week-long program, candidates will get instructions on downloading the required software and performing practicals simultaneously with the lessons. The Introduction to Service Mesh with Linkerd training program is self-paced, and candidates can complete it on their own by dedicating three to five hours per week. There are 2 tracks namely audit and verified tracks which need to be chosen by the candidates for learning the course. The verified track offers unlimited access with a certificate whereas the audit track offers limited period access to the course materials with no certificate.

The Software Engineering Essentials program is offered by edX in partnership with TUM. It introduces learners to fundamental concepts of object-oriented software engineering. By taking this course, you will study and apply UML patterns, modelling, and project management techniques that are used to develop complex software systems.

Software Engineering Essentials certification course in an interactive online program spread over ten weeks of learning and activities. Each week's module includes various problems for you to solve and implement your knowledge. Multiple choice quizzes, drag-and-drop exercises, and peer review problems are a part of this certification course.

Moreover, Software Engineering Essentials training requires you to write source code in Java for given problems. For this, you will receive immediate feedback to improve your solution and perform better iteratively. You will also receive a verified certificate after completing this course which can be added to your resume, LinkedIn profile, or Curriculum Vitae (CV). 

The students may choose any one of the tracks available namely verified and audit to complete the programme. Both the tracks are self-paced but during the audit track, the candidates will get limited period access to the course materials. On the other hand, the verified track will offer unlimited access for the students to learn from the course.

Big Data Analytics Using Spark course will be helping the students in analyzing the big data sets using the mechanisms of MapReduce, Jupyter notebooks and spark technologies. The ten week Big Data Analytics Using Spark course is the fourth in a series of the “Micro Master” programme by edX. Students will be learning about the difficulties that arise in the parallel computation system. Students will be taught both unsupervised and supervised methods of performing machine learning functions on data sets in the Big Data Analytics Using Spark programme. 

The candidates will also be learning about the machine learning library (MLLiB) mechanism in detail and in a comprehensive manner. Big Data Analytics Using Spark by edX will be conducted by experts of computer science. During the course, students will be provided with assignments and video lectures for comprehensive learning. The students will gain and build experience in the machine learning environment using the various tools available. The Big Data Analytics Using Spark certification will be guiding the candidates advanced level. 

There are 2 tracks namely the audit and the verified track which are self-paced. The candidates may choose any of these tracks and can be enrolled. The main differences between these 2 tracks are access to the course materials and certificate of participation. During the audit track, the access is limited and no certification is given whereas during the verified track, access is unlimited and a certification is also offered.

In the Machine Learning Fundamentals certification course by edX using real-world problem statements students will learn to figure out the features of topics in the corpus, classify the given images, group people according to various profiles depending on their personality and also capture the semantic structure of words available. With the information learnt in the Machine Learning Fundamentals training, the students will learn to analyze different types of data and also they will be able to build predictive and descriptive models. The Machine Learning Fundamentals certification has the following included in its curriculum- conditioned probability, linear models, random forests, reduction, bagging, and many other topics that deal with the domain of machine learning. 

The examples that will be provided in the Machine Learning Fundamentals programme will be in the language of Python and will use Jupyter Notebooks. The candidates will also be practising various types of algorithms using data science and its applied tools. The Machine Learning Fundamentals online course will provide students with both discriminative and generative models. There are 2 tracks namely the audit track and the verified track into which the candidates may enroll. The candidates may access the course for a lifetime by paying a fee which is called the verified track, and the audit track asks for no fees but offers limited period access to the course.

The course is based on the programme Tech for Good, designed by UNESCO and Centic.br which aims for the development of information society. It brings leaders and developers in the field of information and communication (ICT), and sustainable development to demonstrate how digital technology has changed the lifestyle of the people.

The Tech for Good: The Role of ICT in achieving the SDGs training addresses the main approaches of ICTs for SGDs, and acknowledges the learners how the technology is used in government services and citizens. The course provides a complete overview of ICT infrastructure, promoting digital inclusiveness, creating systems, expanding knowledge in society, and connecting them to the outer world. The module also provides information on artificial intelligence, metrics for data analysis, case studies, and challenges of the technology.

The Tech for Good: The Role of ICT in achieving the SDGs programme is free available. Candidates who want to learn about these topics can enrol for free. EdX provides two options to join the programme, namely, the verified and free audit tracks. In the former, the candidates will have unlimited access and a certificate of completion and in the latter, they will have access to the programme only for a limited duration. 

The world is driven by data. However, with this advancement, identity breaches and data thefts have also increased. Hence it is crucial to a new and more resilient approach to identity management. We need to ensure user privacy and data security through robust infrastructures and transactions.  Block-chain-based security management is gaining popularity. To understand how it works, you can join the Becoming a Hyperledger Aries Developer online course.

Becoming a Hyperledger Aries Developer by edX curriculum focuses on various applications of Hyperledger Aries components. You will learn about the tools, reusable components, and libraries of the open-source Aries projects. To understand this course in its entirety, you need to have a basic foundation of what Ursa is and does. 

Becoming a Hyperledger Aries Developer is a seven-week introductory course in Computer Science. You can complete the course by devoting about two to three hours a week.  The educators for this training will be Stephen Curran and Carol Howard from The Linux Foundation. According to their preferences, students will be able to select either the verified track or the audit track. For free limited access, they can pick the audit track whereas for the unlimited version, they will need to pay to pick the verified track.

The Introduction to Hyperledger Blockchain Technologies online programme by edX is developed to introduce you to distributed ledger, Hyperledger and blockchain technologies. You will also gain knowledge of their main frameworks. With the learnings of this course, you will understand how blockchain technologies record transactions, trades, promises, etc.

Curated by the Linux Foundation, this certification course presents a business-oriented outlook of blockchain technologies. Throughout the course, you will explore Hyperledger tech: domain-specific, libraries, tools and distributed ledger frameworks.

edX’s Introduction to Hyperledger Blockchain Technologies online course will also teach you the major differentiators between the kinds of Hyperledger projects. Also, you will study the core features of blockchain technologies. You will understand how these technologies work and generate value for organisations. If a student wants to learn for free then he or she must enroll in the audit track to get limited access and upgrade to the verified track and get unlimited access by paying some fee amount.

The Introduction to Machine Learning Course is a free programme of ten weeks. This particular course is a part of the Data Analyst Nanodegree. The candidate can opt for that course after the completion of this one. The Introduction to Machine Learning Course provided is of the intermediate level. It will teach the end-to-end procedure and functioning of investigating data with the help of the machine learning lens. The course curriculum is based on self-paced learning. The Introduction to Machine Learning Course syllabus contains ten modules in total. The candidate will be given an Introduction to Machine Learning Course at the end of the course completion. The entire course will be taught by the industrial experts, along with complete training for each concept.