Free It Software Courses & Certifications

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 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 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

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.

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.

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 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 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.

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.

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.

Big Data Analytics is an online programme available on edX that falls under the subject of Computer Science. The programme is designed and administered by AdelaideX, which is the massive open online course (MOOC) platform of the University of Adelaide providing free online courses to students worldwide. 

The Big Data Analytics Certification is designed to train the participants on major tools and techniques to come up with important business information and make business decisions by storing, processing, and analysing large-scale data such as R and Apache Spark. By joining the Big Data Analytics Certification by AdelaideX offered by edX, the participants will develop the potential to creatively approach the major issues and challenges of data science. 

The Big Data Analytics Certification Syllabus will help the students build a detailed understanding of big data analytics, cloud-based big data analysis, predictive analytics, etc, and sharpen their programming and mathematical skills. There are two modes to take the self-paced programme; verified and audit-free modes. In the free mode, the learners will get only limited duration and in the verified track, they can get unlimited access and a certificate of completion. 

The CS50's Computer Science for Lawyers Certification Course is a self-paced online course specially prepared for lawyers and law students. This computer science course can be covered in a span of 10 weeks. The course will take the learners through a journey of basic to advanced level of computer science with a stress on the legal implications of technological decisions. Candidates can attend the course according to their own pace since it is self-paced catering to the requirements of each learner.

The CS50's Computer Science for Lawyers Training will be provided by the faculty of Computer Science at Harvard University. The course will be available on the HarvardX platform in collaboration with edX. Once the course videos and materials are covered, candidates can take part in the assessments to win the CS50's Computer Science for Lawyers Certification by edX and Harvard University.

Edx has 2 tracks in which the students can be enrolled - one is the audit track and the other is the verified track. The free audit track can be upgraded to a paid verified version which offers an unlimited version. Edx has 2 tracks in which the students can be enrolled - one is the audit track and the other is the verified track. The free audit track can be upgraded to a paid verified version which offers an unlimited version.

The Causal Diagrams: Draw Your Assumptions Before Your Conclusions training course by edX actively points out the different methods of using causal diagrams and how they are useful in many disciplines such as statistics, epidemiology, policy evaluation, sociology, psychology, and many more. Here, the implications of causal diagrams and also their limitations are shown.

The Causal Diagrams: Draw Your Assumptions Before Your Conclusions certification syllabus comprises seven guided lessons in its first part. In the lessons taught in the Causal Diagrams: Draw Your Assumptions Before Your Conclusions certification course there will be introductions to DAGs, SWIGs; their rules, and problems, and also about confounding. Case studies about the real implications of the Causal diagrams will also be shown in the Causal Diagrams: Draw Your Assumptions Before Your Conclusions programme. There are also provisions of 90 % financial assistance for the low-income grade participants. It is a self-paced online programme. The Causal Diagrams: Draw Your Assumptions Before Your Conclusions certification course is verified by Harvard University.

The Certificate can be accessed in the verified track. The participants can share the certificate on all platforms such as Linkedin. The certificate will fetch a good career option and also better connections in Linkedin. 

There are two pathways in which enrolling in this course of edX is possible. One is the verified track, and the other is the audit mode. During the audit mode, the candidates shall have limited time access to the course, but access becomes unlimited during the verified track.

Artificial intelligence and machine learning advances run hand in hand with the degree to which quantum computing footprint improves. Thus, it is natural to leverage machine learning capabilities with the advent of quantum computing. This Quantum Machine Learning certification course will explore the underlying principles associated with futuristic technologies. 

The program on Quantum Machine Learning encompasses the advantages of machine learning once it is coupled with futuristic quantum technologies. These have the potential to provide the much-awaited advancements of this industry. Some examples include machine learning and select frameworks in Python. 

This Quantum Machine Learning training program is intended to be delivered across 9 weeks along with an input of 6-8 hours per week by the participants on their own time for optimum results. The University of Toronto is the partner institution for this self-paced course. The video transcripts are in English and the students have an option to get a paid plus official certification. 

The candidates who enroll in any track of the course will be able to progress at their speed. Both tracks - audit and verified may be opted for by the candidates for finishing the course. If the candidates are interested in learning for free without a certificate they may choose the audit track which is open for a limited period of access. For unlimited access, the students should switch over to the verified track by paying some fees.

The Artificial Intelligence for Robotics certification course is a free course of two months, where the training will be provided via an online platform. The course is offered by Georgia Tech Masters in Computer Science. The course will include the final project as the evaluation criteria for the certification. The Artificial Intelligence for Robotics training provided is of the advanced level. This course will cover the fundamentals of artificial intelligence, such as planning and search, probabilistic inference, localization, control, and tracking, focusing on robotics. The candidate will get Artificial Intelligence for Robotics certification as the course will end. The course will be taught by the industry pros themselves. In total, the Artificial Intelligence for Robotics certification syllabus contains six lessons that will be covered in two months.

There is no doubt that the AI revolution is being driven by deep learning. Machine learning and AI are gaining popularity as it helps make data-driven business decisions. With a deep understanding of AI & ML, you can take your business to an all-new level.  PyTorch makes it convenient to build applications used for deep learning. The programme will teach you how to build and train deep neural networks using Pytorch. This practical experience would hone your skills to use them in your personal projects. 

Intro to Deep Learning with PyTorch online course explores how to use PyTorch using coding exercises and projects. This will help you implement state-of-the-art AI applications such as text generation and style transfer.  This is a free course that offers instructional videos, interactive quizzes, and self-paced learning. 

Intro to Deep Learning with PyTorch takes about two weeks to complete. This is an intermediate-level course and requires a working knowledge of Python and its libraries Matplotlib and NumPy. The industry experts for this course are a panel of five educators: Matt Leonard, Soumith Chintala, Luis Serrano, Cezanne Camacho, and Alexis Cook. 

The Developing Android Apps with Kotlin certification course will teach the applicant how to architect and create android apps using industry-proven software and libraries in the Kotlin programming language. They'll be able to build applications in less time, with less coding, and with fewer errors if they use these strategies. Google collaborated with Udacity to create this Developing Android Apps with Kotlin online course. 

Students will create actual android applications using industry best practices and new software design as part of this Developing Android Apps with Kotlin certification. They'll learn how to use android Jetpack modules like room for databases, job manager for background processing, and the latest navigation component, among other things. Candidates can use core Kotlin features to write more succinct and faster app code. The candidate will be guided through the process of learning to build on android, which entails far more than just learning APIs and shortcuts. 

It's a programme and Developing Android Apps with Kotlin training that teaches you how to act like a mobile developer. This course is in association with Google and the complete online training will be provided to the students. Self-paced learning will be required to complete the course efficiently from the hands of the students. 

The Android Basics: Multiscreen Apps training can be availed at no charges since it is a free programme. The programme is an online course and can be joined from the official website of Udacity. People who register for this course will be able to understand and develop a language learning app by the time the course ends. The self-paced learning environment offers candidates to choose their own deadlines and schedule to study from the course. Students need to set their study schedules in a way so that they can complete theAndroid Basics: Multiscreen Apps certification syllabus in a time span of 2 months or 8 weeks. 

Students will get a chance to qualify for the certification at the end of the Android Basics: Multiscreen Apps online course. In addition to lectures, students will also be able to be a part of quiz sessions and other class activities. The programme is handled by two industry professionals. There will be neither deadlines nor a minimum attendance percentage to be maintained for the Android Basics: Multiscreen Apps certification programme.

The Software Architecture & Design training programme is an intermediate level course delivered by Udacity and Georgia Tech. The programme has been designed to teach the concepts and principles involved in designing and analysing large software systems. It will run for a duration of approximately two months.

The Software Architecture & Design course curriculum has been divided into four sections that include Introduction, UML and Analysis, Software Design, and Software Architecture. You will learn through rich learning content crafted and taught by industry professionals. You will test your knowledge through interactive quizzes and learning exercises.

In addition, the Software Architecture & Design online course is free of cost to join for everyone. The programme has been offered by Georgia Tech in collaboration with the Udacity platform.

If you are a Software Engineer, this course can propel your career forward and help you gain better career opportunities. Moreover, since the format is self-paced, you can manage to complete the Software Architecture & Design training along with your job by learning at your convenience.

Big Data Analytics in Healthcare Certification Course is to analyze and extract usable information from Big Data, to be precise Medical facilities like hospitals and colleges use both structured and unstructured data in their practice. Structured data has a predetermined schema, it is extensive, freeform, and comes in a variety of forms and formats. On the other hand, unstructured data also referred to as Big Data (BD), does not fit into the typical data processing form and format.

Candidates learn how to use Big Data Analytics techniques and tools to analyze and extract information from Big Data (BD). And such results of Big Data Analysis can be used to predict the future, help in creating trends about the past, and neutralize them. When it comes to healthcare, Big Data Analysis allows the study and examination of large datasets from thousands of patients, identifying clusters and correlations between data sets.

Big Data Analytics in Healthcare Classes will enable candidates to take data-driven decision making, receiving better-personalized predictions about prognosis and responses to treatments, that influence health at the patient level.

All candidates undertaking the course shall receive Big Data Analytics in Healthcare Certification by the Georgia Institute of Technology through Udacity.