Free It Software Courses & Certifications

This fundamental course focuses on the mathematical approach to networks and optimization issues. This course is presented by edX, a popular online education medium along with the institution of Ecole Polytechnique Federale de Lausanne (EPFL), a top European institution for technology and science. This short intermediate course is provided with a flexible learning system and a comprehensive curriculum which will be under the experienced EPFL professor, Michel Bierlaire. The students can either go for a free audit session with limited benefits or a verified track session with complete Optimization: Principles and algorithms- Network and discrete optimization certification benefits.

The course mainly highlights five different sections: Transhipment, Discrete optimization, Shortest path, Exact methods for discrete optimization, and Networks which will be individually assessed and graded as well. Apart from these key concepts, the syllabus focuses on other important aspects such as modelling, the curse of dimensionality, total unimodularity, network representations, and so on. Two different tracks are available on edX which may be opted for by the students to complete the course. Both the tracks are self-paced but during the verified track, the candidates may access the course for a lifetime by paying some fee. To access the audit track, nothing is charged but the materials will only be accessible for a limited period.

The Intro to Hadoop and MapReduce is a free online course brought to the students by the platform of Udacity. The course deals with the topics of Hadoop, MapReduce, and other related aspects. It is an intermediate-level training that helps the student gain information about Big Data, HDFS, MapReduce code, etc. 

The programme does not have any restrictions regarding attendance or timings of sessions and can be pursued at the pace of the candidate. The Intro to Hadoop and MapReduce certification syllabus is divided into four lessons and can be completed within a month. The concepts of the programme can be understood easily by the students if they know the fundamentals of Python. The course is taught by three industry professionals - Sarah Sproehnle, Ian Wrigley, and Gundega Dekena.

The Intro to Hadoop and MapReduce online course material includes interactive videos, quizzes, and other exercises. Students can easily achieve the certificate at the end of the programme by completing all the curriculum components. 

This Scalable Microservices with Kubernetes certification course will show you how to use Kubernetes to manage server containers. This particular course was created in collaboration with Google's Kelsey Hightower and Carter Morgan, as well as Netflix's former Cloud Architect, Adrian Cockcroft, who provided essential learning during the course. 

The Scalable Microservices with Kubernetes training will concentrate on mastering extremely robust and flexible technology management, which is critical because the modern requirement is that their respective favourite pages will be available 24 hours a day, seven days a week, and that new updates will be released regularly and without causing service interruption. To do so, the candidate will need resources that allow you to ensure development speed, infrastructure reliability, and scalability. 

Students with experience in management or development who want to learn how to manage container-based infrastructure with Kubernetes should take this Scalable Microservices with Kubernetes certification. The course is open for all who want to study these fundamentals. Candidates will join in the training by logging in with any of their social media accounts on the main webpage, and then they will be given access to the course. The teaching will be immersive and will have both realistic and theoretical components. 

The Image Analysis Methods for Biologists course provides a comprehensive study that will help improve your understanding of image processing and image analysis, its importance in phenotyping, various methods of image segmentation, among others. 

It not only provides information about the various aspects of image analysis, but it also introduces candidates to coding using python, provides practical experience of Fiji, and teaches how to make 3D models from 2D images. 

Moreover, the Image Analysis Methods for Biologists programme by FutureLearn has a top-notch panel of Nottingham University professors with years of experience. It also highlights what to watch for in the process and the advantages of using different methods. 

FutureLearn's Image Analysis Methods for Biologists is a four-week, 100% online course that requires an average weekly study time of three hours. It uses different methods of learning in the form of videos, articles, interactive discussions, and quizzes to evaluate your progress. 

While the course material is available for free for six weeks, with a fee, you can apply for a certificate and gain maximum output from the course.

People involved in higher education tend to have many questions about it. Students want to know whether their performance is up to the mark, which colleges they should apply to, and which classes they should take. With the Practical Learning Analytics certification course, they can finally find the answers. Faculty members will learn about the students’ backgrounds, and whether their teaching methodologies and techniques are effective. 

Besides, staff members can also review if the advice they give students in terms of college admissions, how to achieve their goals, etc., is accurate. Administrators wanting to get in touch with their students and faculty, see how they are doing, and anticipate changes can also learn from the Practical Learning Analytics training.  Developed by the University of Michigan, the course addresses questions raised by different stakeholders, including staff, faculty, campus leaders, and especially students. 

Participants can work with standard student record data, which every campus already has. All you need for the Practical Learning Analytics online course is college-level maturity. Furthermore, giving four weeks of your time (two to eight hours/week) will be enough for the program.

The Introduction to Augmented Reality and ARCore online course instructs the students about the basics of augmented reality and the methodology to build Augmented Reality. The methods and tools are laid out using AR Core to provide a hands-on experience to the participants. The Introduction to Augmented Reality and ARCore syllabus is planned for the duration of 4 weeks with complex concepts in AR instructed in such a way that they are easy to learn and comprehend. 

The instructor will share some expert knowledge and tips from the ARCore team from Daydreams. The Introduction to Augmented Reality and ARCore by Coursera are available in English language with subtitles in 9 languages. The course is completely online with flexible deadlines and planned as a beginner level programme. The programme takes a total duration of 11 hours to complete to secure the verified certificate. 

User Interface Design programme is an AICTE approved Faculty Development Programme or FDP course. In this course, you will learn about various aspects of user interface design, with special attention given to virtual media platforms. This programme was designed keeping in mind the emerging paradigm of human-machine interaction in the industrial design pedagogy. 

In the User Interface Design certification course, you will understand the user experience and cognition, using contemporary technology like eye tracking, and learn to design a user interface using a methodological approach. Professor Saptarshi Kolay has developed the course curriculum from IIT Roorkee in association with NPTEL. 

User Interface Design training is an undergraduate/postgraduate programme in the field of Architecture and Planning. It is a four-week online course delivered through live instructor-led sessions. There is no enrollment fee to join the course. You can also take advantage of the optional exam to secure a course completion certification from this course. 

Artificial Intelligence in Marketing Certification is an introduction to Marketing of the new age, as we all know that AI is everywhere now! By harnessing the power of Artificial Intelligence there has been amazing growth potential to cash in and opportunities for enhancing marketing with AI are always expanding exponentially as with other new age technologies.

Artificial Intelligence in Marketing Training helps the candidate understand how businesses can use AI tools to drive their success and gain sustainable competitive advantages. What are the challenges faced by businesses and companies as they implement Artificial Intelligence (AI) into their marketing strategies?

All students get Artificial Intelligence in Marketing Certification developed by the Darden School of Business at the University of Virginia and provided by Coursera.

The AI for Leaders certification course by Edx bridges the void between AI and Business. Artificial intelligence is often seen as the inevitable future that will disrupt human life by interfering to an enormous extent. However, on the other hand, AI is also expected to aid human growth and the world economy. Hence, we must learn more about AI and determine how it could help executives and leaders in the future. 

The AI for Leaders certification by edX aims to spread awareness of what AI has to offer in the business world. Professionals who are the decision-makers in their organisations can benefit from the programme and raise their companies’ levels. What’s more, the AI for Leaders online course delves into how Artificial Intelligence can influence and affect the customer base, investors, employees, and operations of a company. 

An AI-powered business model can take your organisation to new heights and into the league of tech giants like Apple, Alphabet, Amazon, and Uber. The online AI for Leaders course uses various teaching aids like video lectures, case studies, exercises, and reading material from top publications to bring more understanding. The candidates can pursue the course in two different modes; verified and free audit. In the free audit mode, they will have only a limited period of access to the programme. 

Through the Applications of AI Technology certification by Futurelearn, you will understand how artificial intelligence technology is affecting and shaping the future of four key areas of today’s world. You will focus on one area every week. Each topic includes a specific idea of how AI influences that area in the future.

The Applications of AI Technology certification by FutureLearn incorporates the application of AI studies in four different areas. Deep Learning algorithms, intelligent systems, AI in medical health, and AI in fisheries management are covered in the course. With intelligent systems, you will explore genetic algorithms, neural networks, and particle swarm optimisation.

You will learn how machine learning is extremely helpful in forecasting models and finding clinical data patterns. With deep learning lessons, you will be introduced to methods of how virtual reality (VR) is used to train self-flying drones. Finally, with the Applications of AI Technology online course, you will investigate fisheries management. The course will also cover how AI can help bring sustainability to ocean fisheries.

The AI and Big Data in Global Health Improvement certification course teach the candidates how data sharing with the help of AI and Big Data can lead to global health improvement and patient safety. Its impact was quite apparent during the COVID-19 pandemic. This course will look at the advantages and disadvantages of exchanging healthcare data globally. 

The AI and Big Data in Global Health Improvement certification by Futurelearn and Taipei Medical University are developed by industry experts who shall cover what the future of medical development, care, and accessibility look like when powered by Artificial Intelligence and Big Data. One will also be able to discover what kind of strategies are used by government agencies, and publishers so that they can access the different types of medical datasets.

The AI and Big Data in Global Health Improvement online course will also delve into the future of medical advancement, health care management, and more with the help of industry experts. You'll also learn about the methods that governments, funding bodies, universities, and publishers utilize to gain access to datasets.

In an era of big data and social media, we have huge amounts of datasets at our disposal. Hence, it is necessary to address the loopholes that may be present in Artificial Intelligence technologies. The Bias and Discrimination in AI certification courses are designed to investigate the technical and social dimensions of fairness and bias in algorithm design and machine learning.

The inequalities related to socio-economic status, skin colour, and gender that are deeply rooted in our society have already made their way into the Artificial Intelligence systems utilised for decision making. The Bias and Discrimination in AI course by edX will explore the impacts of such biases and raise awareness about the same. The four-week programme is curated by the University of Montreal, a leading French-language institute based in Canada.

The growing usage of AI across all sectors raises considerable social justice and ethical concerns. Therefore, Bias and Discrimination in AI online courses will make you informed about how AI discrimination can have drastic effects on our daily lives. Students must have a fundamental understanding of machine learning to pursue the MOOC. The candidates will be proceeding to the course in a self

The Migrating to the AWS Cloud online course is an intermediate-level programme brought to you by the AWS team themself. You will learn how to analyse your current environment, plan your migrations, map out the actual steps involved and execute them to migrate your workload onto the AWS Cloud.

All you need to do is dedicate two to four hours to the Migrating to the AWS Cloud certification course every week for four weeks, and you will be able to migrate your workloads and on-premises applications to the AWS Cloud. You can audit this course for free or pay for the certification, and enjoy numerous other benefits, including hands-on lab exercises.

All students enrolled in the Migrating to the AWS Cloud training programme can participate in weekly quizzes and discussions and access code samples and example applications on AWS migration, AWS Cloudendure, AWS Cloud endure, and others. They can watch the video lectures in their own time, and with the English transcripts, they should have absolutely no difficulty following along. If you opt for the course completion certificate, you can also enjoy many employment-related benefits. Edx has 2 tracks namely the audit track and the verified track which allows the students to finish learning the course. In the audit track, the candidates will be getting limited but free access to the course materials. Similarly during the verified track, the candidates will get unlimited but paid access to the course materials.

The Microsoft Service Adoption Specialist certification course by edX is a basic course in which the learner will become familiar with the six basic components of driving reception of your Microsoft cloud administrations to convey an incentive to your organization. The course is pertinent to any estimated organization and utilizes Office 365 and Microsoft Groups as the model support to make certifiable situations. 

Microsoft Service Adoption Specialist training is planned for preparing, interchanges or selecting staff just as IT experts that deal with office 365 sending. You will learn particulars about the basic components in effective selection arranging and execution including the structure of an administration reception group step by step instructions to make administration methodology and achievement measures specialised strategies for preparing and administration mindfulness criticism and network the board apparatuses and specialised status components.

The duration of the Microsoft Service Adoption Specialist training course is 4 weeks. In a self-paced course, candidates can study according to their own time. An effort of 2-4 hours per week will be required to cover up the course. The candidate can access Microsoft Service Adoption Specialist training for free but to get a verified certificate by edX they must upgrade their course.

The Data Science Ethics certification course focuses on the learning of working with privacy ethics, data sharing and algorithmic decision-making. As patients, we worry for the safety of our medical records; but as patients, we still expect to benefit from the review of the evidence in the medical records. As people, we want a fair hearing before we are convicted for a crime; but as citizens, we want to deter the terrorists before they attack us. As a moral choice, we appreciate the recommendations we get from data-driven algorithms in the Data Science Ethics by edX; but as decision-makers, we are still worried about unintended bias. Often data scientists master the instruments of commerce and get to work straight away, without appreciating the real implications of their work. 

This Data Science Ethics online course focuses on ethics directly relevant to data science and provides you with a context for examining these questions. This concept focuses on ethics, which are common principles that tend to discern right from wrong. Ethics were not the rule, but they were generally the foundation of the law. The learners can pursue the programme in two varied tracks; verified and audit track. In the verified track, the learners will get unlimited access and a certificate. In the audit track, they will get access to the course for a limited duration. 

The Data Science and Agile Systems for Product Management Live Course is an intermediate-level course that deals with the new and advanced methods in data science and agile systems. The course will analyse the product management processes that deliver faster, higher quality, and fault-tolerant products regardless of the industry by utilizing the latest in Agile, DevOps, and Data Science.

The Data Science and Agile Systems for Product Management Certification Course is a self-paced course that is taught within 4 weeks allowing the learners to progress at their own pace. The course offered on the edX platform will be coordinated by John Johnson, distinguished faculty of the University of Maryland.

The Data Science and Agile Systems for Product Management Training Course helps learners achieve a Professional Certificate in Product Management. There are no prerequisites mentioned for the course. The Data Science and Agile Systems for Product Management classes will be conducted through online study materials. The final performance of the candidates will be assessed through graded assignments and exams. EdX provides two different options to join the programme, namely, verified and free tracks. The verified mode provides unlimited access to the course and a certificate of completion whereas the free mode will give audit access to it for a limited period. 

The course offers information on the processing of card payments, along with variations between older ‘magnetic stripe’ transactions and newer EMV primarily-based transactions. By utilizing this as a base, the Mobile Payment Security online course outlines specifically how payment solutions are being applied across the world on cell gadgets and smartphones, the variations between mobile issuance and mobile acceptance, and the way different varieties of payment methods and processes can be applied on these devices. Mobile Payment Security by edX consists of discussions of token carrier carriers and tokenization, their relation to traders and financial institutions, in addition to card transactions utilizing card readers, and the upward push of cell apps, cellular wallets, contactless payments, and the ledger structures which might be frequently used to manage those tactics.

The course is at a stretch of 4 weeks and involves a weekly time investment of 3 to 5 hours per week. The Mobile Payment Security training, offered by edX in association with the New York University, is a self-paced course and can be done at your time and convenience. The candidates can learn at their own pace during both tracks but with limited access if they have selected the audit track to finish the course. If the candidates have opted for the verified track, they will receive unlimited access to the course materials.