Free It Software Courses & Certifications

In the Front End Frameworks online course, the students will be studying the process of building single-page applications in various front end platforms that include Front End frameworks. In the session on Front End Frameworks by Udacity, the students will be taught and exposed to the usage of the Ember application.

Upon taking the eight weeks programme, the students will be studying the key techniques and architectural designs that will further help and strengthen the working of the framework. In the course curriculum, the students will be studying complex web applications more easily by incorporating the framework of JavaScript in the programme module. 

In the Introduction to Watson AI online course, the applicants will be learning the working principles of using Artificial Intelligence with the help of the mechanisms of IBM Watson. The students will be studying the ways AI works on the IBM platform. The ways of how Watson works with its client will also be covered in the Introduction to Watson AI certification syllabus. 

The Introduction to Watson AI programme will be delivered in 8 weeks time frame. The module will cover important topics and will help the candidates develop an understanding of-  How IBM Watson AI works, Experience and demonstrate AI in action yourself using Watson, Common use cases for AI, Fundamentals of AI and Watson machine learning, and others. For making the course accessible subtitles are available and lecture videos, quizzes, and assignments have been provided. The programme has the provision of self-paced learning.

Learners will have the leverage and choose any track from the two mentioned ones: audit and verified tracks. These tracks are self-paced and offer limited and unlimited course material access for the verified and audit tracks respectively.

The Computer System Design: Advanced Concepts of Modern Microprocessors course by edX is a computer science course that explains advanced concepts behind today’s multi core-based computers’ design. Derived from the Chalmers University of Technology’s advanced graduate programme in computer architecture, this six-week training is instructor-led, requiring four to six hours of studying every week. 

The Computer System Design certification syllabus covers an extensive range of topics. These include the essentials of exploiting parallelism amidst instructions, like branch predictions, out-of-order executions, exception handling, etc. It also touches upon memory systems’ advanced concepts, including cache coherency and prefetching. These vital learnings will help you understand how future computer systems will rely on these to maximise their computer effectiveness. 

Furthermore, you can audit this Computer System Design: Advanced Concepts of Modern Microprocessors online course for free thereby getting limited course material access or paying to receive the certification during the verified track that offers unlimited course access. There are video transcripts to help you understand the curriculum lessons fluidly. You will also be part of a learners’ community, filled with like-minded individuals to discuss topics.

Understanding a modern computer’s building blocks and how they directly affect a program’s efficiency and speed is crucial to being a skilled computer science professional. Whether you work with mobile computer-based, cloud, or embedded systems, energy efficiency and performance are the key drivers of competitiveness and usability of computerised products. EdX presents the Computer Systems Design for Energy Efficiency certification course to make you fluent in these concepts.

The Computer Systems Design for Energy Efficiency certification syllabus will teach you about designing modern multicore-based computers. It will also guide you in understanding how your design choices impact energy consumption and performance. The curriculum covers design principles like cache memories and pipelines that govern modern microprocessors and ways to determine your design’s effect on energy efficiency and execution time. 

Offered by the Chalmers University of Technology, the Computer Systems Design for Energy Efficiency programme originates from their senior undergraduate curriculum in ‘Computer System Design’. This six-week intermediate training follows an instructor-led schedule, which you can either audit for free or purchase to get the prestigious certificate. It is entirely online and requires no prior knowledge about how computers work. Students can choose their paths from among the ones stated on the Edx website. These are called the audit and the verified track which are both self-paced. The verified track is payable but offers unlimited access and the audit track is completely free but offers only limited course material access.

The course Industrial Internet of Things (IoT) on Google Cloud Platform (GCP) is designed by the Google Cloud team. Here, you are going to learn every fundamental detail about sensors, devices, and analysis. However, even though you will get to learn about sensors and devices the main focus will be on the cloud side. This course is designed in a different way from many other Coursera courses as here your major learning is going to be through quizzes, projects, and labs.

You will learn about the nuances of scaling, device communication, and processing streaming data. And as mentioned before you will learn the cloud side of IIOT through simulated lab devices. 

Some skills that you will learn here that will help you grow in your career includes the cloud side of IoT, Cloud IoT Core, Pub/Sub, and Dataflow, implement a pipeline from their device to BigQuery and Dataprep, store data on Cloud Google storage and use BigQuery and Dataprep to gain insights into IoT data.

Throughout, you will get to practice these skills in almost 7 labs. After that, you will get a chance to test yourself in a Capstone lab using Cloud IoT Core Inspector.

The Networking and Security Architecture with VMware NSX online programme is provided by the online education provider website, Coursera, and developed by the cloud computing and virtualisation company, VMware. This online certification course is for eight weeks and with the content duration being twenty hours in total. Chris McCain who is the Director of product and management in networking and security will be the course instructor giving his valuable inputs for this Networking and Security Architecture with VMware NSX programme. 

This intermediate-level training course is a study about the software-defined approach to networking with a knowledge of IT techniques of routing, switching, firewalling, disaster recovery, business continuity, and the concepts of cloud and security. The experimental teaching methodologies and the learning sessions will enable the candidates to comprehend the techniques involved in the working of VMware NSX and its applications in the field of virtual networking. This Networking and Security Architecture with VMware NSX allows the students to learn at their own speed and convenience

The Introduction to Computers and Office Productivity Software Online Course focuses on the key elements of a computer system such as hardware and software. A student will learn about the use of word processing software like Microsoft Word, Microsoft Excel, and Microsoft Powerpoint and their differences. 

The duration of the Introduction to Computers and Office Productivity Software Training Course is 8 weeks. Through this course, students will gain knowledge about computer hardware and software. The students will learn how to create a document on Microsoft word and other basic skills of the software. Students will also learn how to use different graphics software such as Canva photo editor, Befunky photo editor and their interface and how to work on layers in this software. 

The Introduction to Computers and Office Productivity Software Certification Course will be instructed by Kenneth W.T. Leung, Assistant professor of engineering education at the Hong Kong University of Science and Technology.

The Digital transformation of megapolises: from zero to #1 in UN digital e-government ranking online course is offered by the online educational platform Coursera and the course is developed by the HSE University. The course materials and assessments are designed to be completed within eighteen hours in their entirety, the students own the liberty to take the course at their own convenient speed. This online programme is instructed by the course educator Artem Ermolaev and Andrey Belozerov who are experts in the field. 

The Digital transformation of megapolises: from zero to #1 in UN digital e-government ranking online training is about understanding and analysing the strategies of transformation management. It helps one explore the practical ideas related to raising funds for digital projects in a city aiding the process of digital transformation. This course is about discovering the strategies involved in the formation of smart cities and the gaining skills required to promote government projects.

Offering 2 credits, and having a course level of postgraduate, the Big Data Computing certification is an 8-week course. This certificate course has been curated by NPTEL and IIT Patna, on the Swayam platform. The curriculum is the presentation of the IIT Patna faculty mainly for students. Or engineers or even scientists of all fields of studies who want to seek ideas related to Big Data Computing and its applications.

Big Data Computing training is very important in this world of gathering different data components of social media, transactions records of purchases made, cell phone GPS signals, climate information, and more. Big data computing will help participants to solve data problems related to such a big variety. This certificate course which is free will guide all the participants through the applications, problems, and technologies that are used by big data. Moreover, this certification has the backing of several big tech companies like Microsoft, Amazon,  IBM, Google, and Facebook 

The Distributed Systems online course is an 8 weekly program offered by Swayam. A distributed system is a computerized system in which multiple components placed on computer networks communicate and coordinate their operations through the transmission of messages. Multiple components collaborate with each other to attain a common purpose.

Distributed applications or software that operate concurrently on numerous computers in a network and can be saved in the database or in the cloud. This Distributed Systems training gives an in-depth overview of the fundamental ideas and models underpinning distributed computing theory, methods, and systems.

The Distributed Systems syllabus covers some of the emerging topics such as distributed hash tables, peer-to-peer computing, google file system, spark, HDFS, security in distributed systems, and sensor networks. students who complete this course will have a thorough understanding of how things function in a distributed setting.

The Data Analytics Foundations for Accountancy II certification course is 70 hours one that is designed by the University of Illinois at Urbana-Champaign, and Coursera jointly. The university is a world-class researcher of teaching and has carefully designed this course for those who want an online mode where they can start learning instantly after submitting the fee. The course is best for people wanting to know about data analytics foundational concepts that are needed in accountancy.  

The Data Analytics Foundations for Accountancy II training is a self-paced programme where the students shall be able to review the materials that are covered each week, and also get a glimpse of the assignments that one will need to pass in order to successfully pass, and complete the course. The students also have an instructor Robert Brunner who will be there to assist in case the students face issues.

Social and Economic Networks: Models and Analysis certification course will guide the candidates on the formation of networks. The learner will study exhibiting patterns of networks and their structure impacting their diffusion, learning, and other behaviors. The course will analyze the patterns on the basis of maths, social science, physics, economics, statistics, and computer science. The Social and Economic Networks: Models and Analysis course is an initiative by Stanford University for learners who are keen to understand the depth of networks. 

Social and Economic Networks: Models and Analysis training is available on the online learning platform of Coursera, where learners are exposed to multiple reading materials, videos, and quizzes for comprehensive knowledge. This is an online course of 8 weeks duration, the classes of which can be completed in 30 hours. The candidates who have enrolled in the course through the certification mode will receive Social and Economic Networks: Models and Analysis certification by Stanford University and Coursera by the end of the course. 

Also Read: Social Networks

Data analysis is very critical in biology and one of the key skills of biologists for academic research and industry. Data Analysis for Biologists can guide you on the possession of data analysis needed for biology practitioners. The online course is an 8-week long program with AICTE approval and recognition.  Data Analysis for Biologists Certification Course will walk you through the concepts of data analysis and its application in biology as well as the concepts of linear algebra, statistics, and the whatnot. 

Data Analysis for Biologists Certification is offered jointly by Swayam and IIT Guwahati which can be enrolled by the learners without paying any fee. However, the certificate of completion will be provided to those who sat for the exam by paying the fee. The course is meant for undergraduate and postgraduate level learners who are from the background of biology and biotechnology.

The Design and Engineering of Computer Systems certification course is an eight weeks online course offered on the platform of Swayam. During this course syllabus, the candidates will learn the ways of designing computer systems operating systems, computer networks, and architecture. This programme is jointly taught by the initiatives of IIT Bombay, and NPTEL. 

The Design and Engineering of Computer Systems training shall be fully accessible to people who have a basic knowledge of the concepts of computer programming. The candidates will have to register for the final exam, and then complete the exam to secure passing marks in the assignments and the final examination to secure 2 credit points on completion.

The Library of Integrative Network-based Cellular Signatures (LINCS) is an NIH Common Fund programme. The aim is to perturb various types of human cells with different types of perturbations, genetic manipulations, and more. The Big Data Science with the BD2K-LINCS Data Coordination and Integration Center provides you with extensive knowledge of the functionality of LINCS and its practical application. 

The Big Data Science with the BD2K-LINCS Data Coordination and Integration Center online course aims to familiarise students with molecular networks which are affected by these disturbances. The curriculum includes different variables of measurement, like mRNAs, proteins, metabolites, and cellular phenotypic changes. The BD2K-LINCS Data Coordination and Integration Center (DCIC) provides this data along with other publicly available relevant resources. 

The Big Data Science with the BD2K-LINCS Data Coordination and Integration Center online programme also includes computational methods such as gene-set enrichment analysis, data clustering, interactive supervised learning, and data visualization. Candidates can also work on crowdsourcing or citizen-science projects in this 100% online training.

Cybersecurity and its ten domains are designed to introduce the participants to cybersecurity as well as its domains. In the present scenario, cybersecurity has become an essential aspect of data protection.  The participants will receive clarity on the topics by engaging with videos created by industry experts and participating in assessments and quizzes. They will also understand the perception and conception of industrial experts. The study material revolves around the concept of cybersecurity and its domains and the importance of compliance. 

The flexible schedule and deadlines would give ease to the participants in learning the programme. The course focuses on the availability, integrity, and confidentiality required to secure the techniques involved in software development. The participants will also come across the non-technical concepts related to cybersecurity like compliance, Information security governance and risk management and legal, investigations, and regulations. They will also understand the issues of electric power like HVAC, brownouts, and fire detection and suppression.

Cybersecurity for Critical Urban Infrastructure by edX is for professionals willing to learn about the risks and threats that cybersecurity poses to our critical urban infrastructure today. The course is a detailed study on the various ways hackers target the critical infrastructure of any city, like the waste management, communication systems, energy, transportation and other health and emergency services and try to extort money, terrorise or pose threats to the city. Cybersecurity for Critical Urban Infrastructure training by edX details further on how the hackers in recent times have used ransomwares for encrypting the city data of critical services and demand public agencies money in return for their own data. It will help candidates who are looking to understand cyberattacks on the cities to gain an insight into the cyberattack and how to fight it.

The Cybersecurity for Critical Urban Infrastructure classes course will prepare candidates willing to work for different government agencies about the vices of cyberattacks and the latest technologies involved in these attacks on the critical infrastructures. The course details the methodology of attacks, protective measures, security requirements, prevention measures etc. for providing a deeper understanding of the functioning cybersecurity in the city. Through various detailed video lectures, the Cybersecurity for Critical Urban Infrastructure online course offers case studies and key take away surveys for students to timely evaluate their understanding of the topic. The course syllabus is best suited for candidates who wish to find employment in agencies and government offices and wish to develop an outlook from the cybersecurity perspective. Cybersecurity for Critical Urban Infrastructure certification will equip candidates with the latest cyber security measure and more.

Embedded systems are more of a necessity than a choice in our technologically-driven world. This lays the ground for an increasing need for engineers who can understand the domain of embedded systems. Through edX’s Real-Time Bluetooth Networks - Shape the World programme, you will learn to develop an RTOS or real-time operating system.

The Real-Time Bluetooth Networks online course is a project-based programme that will impart hands-on training. It is an offering of The University of Texas at Austin and will help you develop a personal fitness device with BLE or Bluetooth connectivity. Additionally, the course curriculum dives into RTOS’s fundamentals. Although it is a free-to-enrol course, you need to buy a lab kit for the programme.

The lab kit consists of resources that will allow you to comprehend the programme teachings even if you do not possess a prior experience in I/O device driver software and circuits. It comprises a Bluetooth module and a microcontroller board as well. This intermediate-level Real-Time Bluetooth Networks training has a duration of seven weeks. 

Offered by edX, this is a 7 weeks online course in which students have to contribute 1-2 hours of weekly effort to be able to complete the Business Considerations for Edge Computing training. The computing programme is free of cost but with an additional fee of the specified amount, the candidate can secure a Verified Certificate from the institution. LinuxFoundationX has come up with the Business Considerations for Edge Computing certification course at an introductory level for students who are keen on learning about digital transformation. 

The course will help candidates study what Edge is and how it has been a huge player in digital transformation in the world. Along with studying Edge, students will also study its relationship with and the rise of its ancillaries such as 5G, IoT, and AI. Candidates and faculties will together analyze data security and privacy so they can share examples and methods of how they can encourage more innovation with Edge under the Business Considerations for Edge Computing online course. The candidates will get free audit track access for a limited period only whereas the verified track gives unlimited access to the course. Both these tracks can be learned in the self-paced mode.

This story-driven course of Data Ethics, AI, and Responsible Innovation by edX will be taught to the candidates by the experts leading in the field of data science, science and technology studies, innovation, and responsible research with the help of various case studies. The candidates will be taught to look at the original controversies in the world and challenges related to ethical issues possessed by large data. The candidates will be able to understand the complexities and realities by making an ethical decision with a competing interest.

The candidates will interact with predictive policing, and human autonomy and will get to know about the emerging new approaches in the industry to develop their understanding related to all of the concepts (Artificial Intelligence). The candidates will get experienced instructors like Ewa Ludger, Burkhard Schafer, and Morgan Currie from the University of Edinburgh.

The duration of the Data Ethics, AI, and Responsible Innovation certification by Edx is 7 weeks and 2-3 hours of weekly effort needed by the candidate. The video transcript of the Data Ethics, AI, and Responsible Innovation certification course will be in English and the level of teaching will be intermediate. One can find two tracks - audit and verified track which if enrolled into will offer course access. The audit track offers free limited access to the course only for a specific period. On the other hand, the candidates will get verified track access for a lifetime by only paying some amount of money.

The course is offered by edX in association with the Delft University of Technology which provides a verified certificate of completion to candidates who meet all requirements and complete the course. The Next Generation of Infrastructure certification is duly signed by an instructor and has a logo of the institute which makes it of great merit value. The course revolves around infrastructure wherein candidates get an opportunity to examine and analyze the hardships that arise from the social science and engineering perspective. Next Generation of Infrastructure by edX course will also talk about the hardships that such systems pose for management, governance, and decision-making. Along with this, on the social science front, candidates will also study the ethical considerations and security, analytical tools, lack of infrastructure, etc while learning the drawbacks of such systems. The key method of studying will be evaluation and analysis to study the interdependencies of these fields. 

The Next Generation of Infrastructure certification program is 7 weeks long and candidates are advised to devote around 6-8 hours to it per week to complete it successfully. This course is an intermediate-level course, so students must have some prior basic knowledge. The candidates may learn at their own pace but they will have limited access if they have chosen the audit mode. If the candidates have selected the verified track they will surely receive unlimited access to the course materials.

It is observed through many independent studies that Fundamentals of Containers, Kubernetes, and Red Hat OpenShift certification is gaining tremendous grounds of applications in large organizations in the realm of DevOps framework and practices. It is well established that the transfer of services and applications from the previous zone to containers has immense benefits.

The Fundamentals of Containers, Kubernetes, and Red Hat OpenShift course will focus on the founding principles of containerization in the context of Docker, Kubernetes cluster, as well as Red Hat OpenShift. Moreover, the experience of building an application from its source code will impart a sense of great achievement.

The Fundamentals of Containers, Kubernetes, and Red Hat OpenShift training is structured across 7 weeks of runtime with students expected to devote 1 to 3 hours per week on their own time outside classes for optimal learning. It’s a self-paced, introductory-level program being offered by RedHat in English. The option to get certified is also in a place subject to a nominal fee.

The Image Processing and Analysis for Life Scientists program have been meticulously created considering the indispensability of image-based methods for life scientists. The Image Processing and Analysis for Life Scientists certification course thoroughly explains analysis methods using all the open-source solutions, leaving the candidates with the freedom of choosing commercial solutions as per their choice and convenience. Considering the evolution of light microscopy from sketched-out raw observations from the eye to high throughput multi-channel, multi-plane, multimode and multi-position acquisitions, which produce information-rich images easily quantifiable for answerability of biological questions, the course thoroughly teaches the learners how to adapt to all the rapid changes occurring and to maintain a sustainable workflow environment. 

The Image Processing and Analysis for Life Scientists online course thoroughly teaches the candidates the good practices and typical pitfalls that exist in the field of image analysis and empowers the candidates with a rigorous first-hand experience in image analysis through its carefully designed content. The candidates can take the course in verified or audit track. The audit track is free of cost and provides a limited period of access. 

The program will help the applicants to learn in detail about the theoretical foundations that pertain to choice modelling and at the same time describe all the steps that are involved in operational modeling. 

The rudimentary focus of this course is on the various methods that are involved in the process of prediction of behaviour using the existing mathematical models and functions. In the Online Certification Programme on Introduction to Discrete Choice Models by edX, the students will be exploring the choices present in modelling in order to retain disaggregate demand models. The exercise that is incorporated in the program has to be solved using the software- “Biogeme”. The studies further will deal with case study modules for creating a stronger and more concrete base.  The program will emphasize more on- the `logit model” will look over the specifications of the said model and also estimate its parameters and the process of this validation. 

EdX provides two options to join the course, namely, by paying the fee and free of cost. While taking it free of cost, the learners will be given access to the course only for a limited duration.  

Predictive Analytics is becoming increasingly popular across all business sectors. It is a competitive strategy that high-performing companies use to set themselves apart from their competitors. Organizations mainly use this tool to predict an event in the future and calculate the probability of its occurrence. In a business context, this event could be customer churn, fluctuation in the stock market, a borrower defaulting on their loan, etc. If you want to equip yourself with this powerful tool, take the Predictive Analytics certification course.

The Predictive Analytics certification syllabus covers the following topics: logistic regression, multiple linear regression, ARIMA (auto-regressive integrated moving average), neural networks, decision trees. You can learn all these and other models used to solve Predictive Analytics problems, by applying to this seven-week programme for free, and studying for four to five hours a week.

For practitioners and students looking to learn more about Predictive Analytics, or those looking to pursue a career in data analytics, the Predictive Analytics certification by edX is ideal.

This Cybersecurity Roles and Operating System Security online course gives you the necessary background in essential cybersecurity. You will learn about the roles that system security professionals engage in, from security analysts to chief information security officers (CISO). You will get acquainted with basic system concepts, essential terminologies, and tools of the cybersecurity field through this Cybersecurity Roles and Operating System Security training course.

The Cybersecurity Roles and Operating System Security programme will also cover important operating systems like Windows, Linux, and Mac OS. Finally, the course will touch upon virtualisation and Cloud computing, cloud computing governance, the security it offers, and its benefits. The programme is mentored by Coreen Ryskamp, who is a programme manager with IBM Security Learning Services.

Besides, the Cybersecurity Roles and Operating System Security course also offers a course completion certificate if you opt for the certificate track. Otherwise, you can also audit the training materials for free. The programme spans four weeks and requires about four to eight hours of commitment per week for effective learning. The candidates will be asked to enrol on the course either by choosing the verified track or the audit track. The audit track is free but access is limited to the course materials. Again, if the students want to learn the course and have unlimited access then they may opt for the verified track which is payable.

The Data Science Tools certification course from IBM provides you with a background on popular data science and data visualisation tools, including RStudio IDE, Jupyter Notebooks, and Watson Studio. Learn about the proper usage of each tool and how data scientists utilise these tools today. You will also get to understand what programming languages the data science tools can execute and what limitations and features they possess. 

The seven-week-long Data Science Tools programme is introductory and belongs to the Data Analysis and Statistics domain. Besides, the tools will be hosted in the cloud, and you will learn to follow instructions and test the tools to run simple code in R or Python. For finishing the training, you will complete a final project on IBM Watson Studio with a Jupyter Notebook on Cloud.

Moreover, you must demonstrate your expertise in writing Markdown, preparing a notebook, and sharing your work with peers. This hands-on Data Science Tools training will familiarise you with some of the most in-use, greatest, and latest data science tools. The course curriculum, divided into six modules, allows you to learn through lab sessions, assignments, graded quizzes, practice exercises, and more.  

Learners may choose any track from the two mentioned ones: audit and verified. These tracks are self-paced and offer limited and unlimited accessor audit and verified tracks respectively.

A course in Computer Science, Secure Software Development: Implementation aims to provide a comprehensive overview of how to develop secure software and counter the problem of constant security attacks. It is a self-paced course of seven weeks duration.

The Secure Software Development: Implementation syllabus comprises a detailed explanation of the software development basics. While focusing on practical approaches, this course dives deep into how you can improve information security even with limited resources. 

The course is the second course in the three-part Secure Software Development Fundamentals Professional Certificate programme. It has been developed by the Open-Source Security Foundation (OpenSSF), a Linux Foundation project. 

If you enrol through the 'Verified Track', you will have to take a final exam to earn the course completion certificate. You can also benefit from graded assignments, shareable certificates, edX support, instructor support, and finally, unlimited access to the course content. Students can choose their paths from among the ones stated on the Edx website. These are called the audit and the verified track which are both self-paced. The verified track is payable but offers unlimited access and the audit track is completely free but offers only limited course material access.

Secure Software Development by EdX is a self-paced and 'free to start' course that falls under the domain of Computer Science. The course has been offered by Open Source Security Foundation, a project of LinuxFoundationX in partnership with the edX learning platform. This is the third instalment in the Secure Software Development Fundamentals Professional Certificate.

Furthermore, the Secure Software Development online course is suitable for software developers who wish to learn how to counter software attacks. The curriculum has been carefully curated to include topics like fundamentals of developing secure software and how to improve information security with limited resources. After learning this course, one can create systems that are harder to attack and are quick to respond in case of latent vulnerabilities. 

The Secure Software Development certification syllabus also explains how software can be verified for security and developing threat models. Lastly, you can enrol in the programme using the audit or the verified track as per your learning goals and preference. In the audit track free course access for a limited time is offered and in the verified track paid but unlimited access is offered.