Free It Software Courses & Certifications

The Compiler Design by Swayam is designed for those candidates who are GATE aspirants. It follows the intermediary process of compiler design. This course will discuss and illustrate the code generation process and the automaton theory. This course will give a solid background of the compiler design process. The means of the code generation process and its various utilities will be discussed. It is a one-semester course. It is primarily for undergraduate students.

The course is offered for free. The Swayam platform offers the best quality education in the online platform so that it can be accessed by advantaged and disadvantaged alike. The course curriculum is structured in lectures divided into 12-week duration. The candidates will be given books and references which will be required in the course progression. It is on the course website. The certification exam is the only payable section. It is optional.

The Certification provided by the Compiler Design program is verified by NPTEL and the Indian Institute of Technology Kharagpur. The certification is highly valuable and it can be shared on all platforms such as Linkedin. The certification will have the logos of NPTEL and the Indian Institute of Technology Kharagpur.

The Computer Architecture program offers candidates extensive learning on the different terminologies used in computer architecture. The participants will learn about the design of hardware and the different important elements related to it. The candidates will acquire learning on the layers of computer architecture.

The course is free of cost, the candidates need to take the end term exam for receiving certification. The certification helps candidates learn about assembly language and the operations in binary additions. After the candidates complete the fundamentals, the candidates will be exposed to the design of a simple processor.

Concepts and the memory system are some of the areas where the tutor has laid emphasis on during the Computer Architecture certification syllabus. The candidate also offers certification for candidates who are looking for qualifications in this area. The course covers all the topics required in the market currently. The certification will help candidates grow up in their career, and grow with the learning they acquire.

The key motive behind the program is to make students aware of - a) the necessity and the requirements of the internet in the future, b) the model or the architecture of the exciting global internet model, c) the principles and the protocols that are related to the present computer networking system. 

Hence the Computer Networks and Internet Protocol by Swayam over the course of twelve weeks will be elebarotaley covering topics like- media access control, data link layer service, SNMP, IP routing, error control, TCP congestion control, and others to help the students aware of the basic fundamentals of internet protocol and the computer networking systems. During the course the students will be provided with- lecture classes, assignments, tests, quizzes, and other such provisions so that they can learn and also practice their skills parallelly. After completing the online certification program the applicants will thus become more efficient while working in the various application layer services.

The program on Computer Organization and Architecture: A Pedagogical Aspect certification by Swayam is a part of a series of courses provided by Swayam in the subject of computer science and engineering. The Computer Organization and Architecture: A Pedagogical Aspect certification online course is the first course in the series and hence will provide the applicants with a detailed understanding of the design involved in the fundamental blocks of the computer system. The Computer Organization and Architecture: A Pedagogical Aspect certification syllabus will be taught in accordance with Bloom’s Taxonomy over the period of twelve weeks.

The course has been subdivided into a number of modules and level objectives to help the students learn in a more comprehensive manner. The level for the Computer Organization and Architecture: A Pedagogical Aspect certification training has been modeled as “undergraduate” for all the applying students.  The session will thus help the students learn about the basic fundamentals of the number system.

The primary aim of the online programme is to make the applicants familiar with the rudimentary concepts and issues related to image processing and computer vision. The course on Computer Vision and Image Processing- Fundamentals and Application by Swayam acts as an introduction to the domain of computer vision by providing detailed I information about- image formation in camera, extraction features, radiometric models of image formation, image fusion, imagine registration, scene understanding, image classification and others. 

The twelve week online session will be emphasizing more on engineering computer science and help students develop all the necessary skills that will help them in the software industries. With the skills learnt in the course the candidates will be able to develop computer vision apps. After completing the online certification course the students will also be able to solve the concepts that are related to real-world problems.

The Foundations Of Cryptography certification course gives an amazing free learning experience through the platform of Swayam. The course is about cryptography. The main aim of the programme is to provide the basis as well as modern cryptography. The course will be mentored by the faculty of the International Institute of Information Technology, Bangalore and topics like the construction of cryptographic objects, safeguarding properties of the cryptographic object, and other topics related to the Foundations Of Cryptography certification syllabus will be covered in the time span of 3 months. However, students can take more than 3 months to learn from the programme as it is a self-paced course.

The Foundations Of Cryptography training programme also offers certificates for the course when the candidates pass an offline exam according to the terms and conditions specified on the website. However, candidates have the full freedom to not appear for the exam as it is optional and still access the course completely. The Foundations Of Cryptography online course by Swayam deals with the field of computer science so students are expected to have basic knowledge of computer science and algorithms.

The Foundations To Computer Systems Design online course is filled with excellent chapters related to computer architecture. This is fully an online programme that comes with no cost. The platform of the system allows the candidate to have full control over access to the course, even when the student pays no amount. Candidates who enrol themselves in this programme have the alternative to be qualified as certified participants. For that alternative, they can pay the exam fees and appear for the offline exam when scheduled according to the instructions of the platform. Candidates can learn from the Foundations To Computer Systems Design certification course for as long as they want since it is a self-paced course. The course is provided by the Indian Institute of Technology, Madras, and Swayam.

The candidate who pursues this course gains an understanding of topics like Boolean logic, machine language specification, assembly language, etc. The syllabus can be covered in 12 weeks or 3 months. The covers 12 different topics in the whole Foundations To Computer Systems Design certification syllabus. The platform also provides the course with a multimedia method of teaching, and assignments to gain a proper understanding of the online course.

In the Embedded Systems Design programme by Swayam, students will be introduced to the requirements of embedded systems and the interaction between software and hardware in these systems. Basic steps of hardware design, ASIPs, ASICs, and FPGAs will also be discussed. Next, students will understand the issue of designing for less power consumption and learn about related techniques.

The Embedded Systems Design training will explain fundamental issues of real-time operating systems, as many of the embedded systems will have real-time constraints. Additionally, topics such as formal specification models and languages, and mapping the specification to software and hardware components will be covered.

Moreover, the Embedded Systems Design certification course will explain the synthesis of hardware and software, along with a few optimisation techniques. In the end, students will get a brief overview of design verification methods that are adopted for embedded system design. After completing the course successfully and obtaining the necessary marks in the assignments and final exam, students will receive a completion certificate.

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 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 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 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 Artificial Intelligence (AI) certification by Edx and Columbia university gives the learners a comprehensive introduction to the fundamentals of Artificial Intelligence (AI).

The Artificial Intelligence (AI) certification course will teach various concepts of Artificial Intelligence (AI) and its application in real-world problems, building smart computer systems and application of AI to practical problems, etc. This course covers the history of AI, intelligent agents, uninformed and heuristic search, logical agents, state-space problem representations, game playing, and constraint satisfaction problems. 

Participants will be given the requisite practical experience by building a basic search agent. They will understand the various aspects of adversarial search by creating a game, constraint satisfaction problems, Markov decision processes, and the basics of machine learning including working on linear regression. The Artificial Intelligence (AI) certification by Edx enables the participants to plunge into Python while resolving AI problems and learning its applications.

An intelligent agent must know how to solve real-world problems. The key to intelligence is creating visualizations of the domain of interest and reasoning with these representations. In this Artificial Intelligence: Knowledge Representation and Reasoning certification course, you will explore various associated algorithms for reasoning and representation formalisms. 

The Artificial Intelligence: Knowledge Representation and Reasoning certification by IIT Madras available on Swayam starts with a basic language of propositions. After that, it moves on to first-order logic, and subsequently, to representations for reasoning about change, situations, actions, and other agents in cases where there is a lack of information. This course is a companion to the course “Artificial Intelligence: Search Methods for Problem Solving” that was offered recently and the lectures for which are available online.

Along with the lectures, Artificial Intelligence: Knowledge Representation and Reasoning online course also provides links to supplementary reading materials. After 12 weeks, you will also have a chance to appear for a proctored exam. Passing this exam will get you a course completion certificate, which you can employ to showcase your skills in Artificial Intelligence.

An Introduction to Artificial Intelligence certification by IIT Delhi is an FDP-approved course that runs for 12-weeks. Based on AI and Data Science, this AICTE study has been developed by the Indian Institute of Technology, Delhi. Students can learn from the video lectures and references given by the mentor of the programme.

Students will learn various concepts, philosophies, and models that fall under the An Introduction to Artificial Intelligence certification course. Per week, one learning module is assigned for the duration of the course. It comprehensively touches on algorithms, reinforcement learning, decision processes, deep learning, artificial intelligence, and Data Science.

Prof. Mausam, Associate professor of Computer Sciences at IIT Delhi and available on Swayam, instructs the course. Candidates need to pay a fee to write the certification exam. For the An Introduction to Artificial Intelligence certification, learners need to secure an average score, which is ascertained through assignments and the written test. Students shall receive an e-certificate for fulfilling the requirements.

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 twelve-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.

Introduction to Industry 4.0 and Industrial Internet of Things program is the result of an initiative of the Ministry of Education, Government of India. It is an AICTE approved FDP course that focuses on how industrial processes have changed through the integration of modern technology. These modern technologies include sensors, computational processing, communication, machine learning, the internet of things data analytics, the industrial internet of things, and much more. the Introduction to Industry 4.0 and Industrial Internet of Things certification is designed by IIT Kharagpur, an esteemed institute of education. The educator of the course will be professor Sudhip Mishra, a highly reputed professor with numerous awards. 

Introduction to Industry 4.0 and Industrial Internet of Things is an online course. Participants will be taught the syllabus for a duration of twelve weeks. Along with video lectures, the participants will also have case studies, periodic assignments, and a final exam to help them imbibe maximum information from the course.

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. 

Traditionally, research has been viewed as a purely academic undertaking, especially in resource-limited healthcare systems. Not all countries can afford clinical trials. As such, the findings and results of studies conducted in the United States and other Western and developed countries are generalised. The Collaborative Data Science for Healthcare course shines a light on why there is a need for localised research. 

The Collaborative Data Science for Healthcare programme aims to position research and data at the centre of all healthcare operations. It is an introduction and a survey of all the data science tools that are used in healthcare. The Collaborative Data Science for Healthcare syllabus includes numerous exercises and hands-on workshops to highlight the significance of a multi-disciplinary approach to data science in healthcare. 

Ideally, clinicians and engineers/computer scientists should take the Collaborative Data Science for Healthcare course together, as a team. This Collaborative Data Science for Healthcare classes on data analysis is brought to you by members of the MIT Critical Data team and is a 12-week long free online course. This self-paced programme can be taken either in the paid mode or in the free audit mode. The paid mode will provide unlimited access to the course as well as a certificate of completion whereas the free audit mode will give access only for a limited duration. 

The course has been structured purposefully to help the applicants with comprehensive knowledge in the domain of cyber security. In the Information Security and Cyber Forensics programme by Swayam awareness will be created so that the emerging domain of cyber security can be approached from a more professional point of view. The Information Security and Cyber Forensics certification course will be focusing on the topic of- information security, computer risks, security threats, data security, digital forensic, backup process, mobile forensics, and the laws pertaining to cyber science. The Information Security and Cyber Forensics certification syllabus will be covered over a span of twelve weeks on the e-platform. Upon completing the programme the students will have their skills enhanced on the various information systems and the security issues related to it. The applicants will thus have their skills improved on preventing any possible cybercrime and malpractice.

The Cryptography and Network Security Certification Course offered by Swayam and the Indian Institute of Kharagpur  aims to introduce the aspirants to areas of cryptography and cryptanalysis. This programme develops a basic understanding of the algorithms used to protect users online and to understand some of the design choices behind these algorithms. Swayam’s goal is to create a workable knowledge of the mathematics used in cryptology in this course. A huge variety of basic cryptographic primitives will be discussed during the tenure along with functional encryption,  recent developments in some advanced topics like identity-based encryption, bitcoin and crypto-currency, and so on.

The Cryptography and Network Security Online Course, by Swayam, is very helpful in understanding challenges for cybersecurity that includes mobile security, cloud security, endpoint security, network security and data security. This course demands no specific qualification or educational background to learn the concepts of cryptography and network security. The course is free to enroll in and learn from. The programme instructor will be Prof. Sourav Mukhopadhyay from IIT Kharagpur. There will be industry support from Dubai (UAE), DRDO, SAG, Stratign FZE, WESSE, NTRO and ISRO available for the students. The course certification comes with the candidate's name, photograph and score in the final exam with the breakup.

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. 

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. 

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.

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.

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 Analytics in Python course offered by Columbia University available on the edX platform is a well-structured programme equipped with course content designed by experts to enrich candidates with python programming knowledge. 

Data is an essential part of an organization and proficiency in programming is an important skill for effectively imparting knowledge and information from data. The course will help learners in developing an understanding of various topics like web scraping, web crawling, database basics, relational databases, data interchange formats of JSON and XML and text mining. Through the course, learners will gain knowledge to analyze and visualize data and will be introduced with the basics of SQL that they can apply in the programming area. 

The rapidly increasing demand for python as a programming language makes this course a one-time investment for professionals working in this field. The professionals can share the verified certificate provided towards the end of the programme in their LinkedIn profile for their professional benefits.

Deep Learning for Visual Computing course’s aim is to educate the student about the stratified recognition task. This is a free course that covers topics including visual computing, ResNet, PyTorch, Python, GoogleNet, and more.

Swayam Deep Learning for Visual Computing is an appropriate option for people who want to become deep learning scientists, get into research, computer vision engineer, AI research scientist, etc. Join this course to make a career as a software engineer, deep learning engineer, IT artificial intelligence intern, research scientist, computer scientist, etc. 

The course type is ongoing and the length for this course is 12 weeks. There are no strict fee charges to enrol or study the Deep Learning for Visual Computing course, but for the certificate, the student needs to register and appear in an examination conducted in person at a chosen center. Regular assessments and one-on-one doubt clearing sessions are held by IIT-affiliated teachers.