List of Online Courses and Certifications

The Introduction to Data Science certification course aims to teach you about the core Data Science technologies and concepts. During this six-week-long programme, you will learn about basic syntax, programme control flow and data types/structures in Python. You will also study the fundamentals of Statistics and linear algebra along with their uses in Python.

The Introduction to Data Science online programme by Metis comprises 36 hours of live online classes. Thus, you will learn from an expert instructor in real-time while interacting with them or your classmates simultaneously. You will also explore data acquisition, model creation, feature engineering, data aggregation and more.

Metis’ Introduction to Data Science online training also provides you with the knowledge of supervised learning approaches. Therefore, you will get familiar with topics like the random forest, decision trees, vector machines, etc. You will work on a mini Data Science project during the course. Moreover, you also get a certificate of completion.

Materials Data Sciences and Informatics is an intermediate-level course ventured jointly by the Georgia Institute of Technology and Coursera. The system is a flexible one that allows the learners to pursue it in the online mode at their own pace and time. Materials Data Sciences and Informatics Certification Course, offered by Coursera, can be taken by non-English speaking learners too as the subtitles are provided in the languages of, Portuguese (European), Spanish, French, and Russian. 

Materials Data Sciences and Informatics Certification by Coursera is all about the nascent discipline of Materials Informatics that is part of computational, material, and information science. The learners can complete the certification programme within the minimum duration of 9 hours. They can make a deep understanding of data science, informatics, data science in materials science, biomedical informatics and data science, statistics, and the like. 

The use of computer systems to store and share data has led to the threat of cyber-attack and unauthorized access to sensitive data. This has given birth to a new branch in information technology which is named as Cybersecurity. Cybersecurity deals with the practices and processes that are made to protect data, devices, networks, and applications from damage and unofficial access.

The Cybersecurity Capstone: Breach Response Case Studies programme will provide a platform to the candidate, to attain necessary skills to work as a professional research analyst in Cybersecurity. By taking up the course, the participant will be exploring the methodologies related to incident response and the models of the security.

They will be getting insights, to categorise and recognise various important types of attacks and vulnerabilities at their workplace. Also, they will be exploring the breaches that happened in the recent past, to understand the process of identification of the threat and measures taken by the organisation to combat the threat and reduce its risks in future.

The participants will be provided with a project wherein they will be selecting a breach in cyber security, carry out analysis of the timeline of the attack, the effect of an attack on systems, by applying their knowledge and skills. The Cybersecurity Capstone: Breach Response Case Studies training course is for anyone who wants to learn the basics of cybersecurity and gradually attain expertise.  

The Introduction to Cybersecurity certification course fills in as a prologue to the energizing field of network safety. As our day by day lives become increasingly more reliant on Internet-based apparatuses and administrations, and as those stages gather a greater amount of our most delicate information, the interest develops for specialists in the field of online protection. 

In An Introduction to Cybersecurity course, you will acquire a diagram of the network safety scene just as public (USA) and global viewpoints on the field. We will cover the lawful climate that impacts network protection just as overwhelming danger to entertainers.

This is simply the first of four paced courses that make up our certificate arrangement on Essentials of Cybersecurity. Different courses in this arrangement open in the following a while. You may take an Introduction to Cybersecurity certification training course by edX at any request. If you are not yet enlisted as a certified educator, we urge you to join. As a verified track student of this course, you are given an authentication in the form of a verified certificate after effectively completing the Introduction to Cybersecurity programme. The candidates may progress at their own speed in both tracks of study. The main difference is that the access is limited in the case of the audit track and unlimited in the case of verified track.

Cyber Security Basics: A Hands-on Approach by edX imparts intelligence to all its learners in the fundamental concepts of cyber security which includes reverse engineering, intrusion detection system, penetration testing, XSS, malware, cyber warfare, cyber-crime, advanced persistent threats, types of malware, computer forensics, security information and event management system.

Cyber Security Basics: A Hands-on Approach certification helps the candidates to understand common web vulnerabilities. The candidate will understand various cyber defence mechanisms through this programme. The course also covers concepts like disassembling, decompiling and reverse engineering. The participants will also gain knowledge about the fundamental concepts of computer forensics through this Cyber Security Basics: A Hands-on Approach online course. 

The certification course offers verified and shareable certificates to all the successful verified track candidates. The certificate adds immense value to the resume and CV of the learner. Shareable options in certificates boost the job opportunities of the candidate. Cyber Security Basics: A Hands-on Approach training by edX is a self-paced programme and the sessions can be attempted online. Both the learning tracks on Edx have a self-paced mode but there are some differences. The verified track is chargeable, offers a certificate, and the course materials are accessible for a lifetime. On the other hand, the audit track is free and offers no certificate and also the course material access is for a limited period access. 

The CISO occupies a leadership position in the industry. They protect the data and digital systems on which the company’s employees and its customers depend on. The aim of the Cybersecurity: The CISO’s View course by edX is to help the candidates develop an understanding of cybersecurity operations. It will also explore the role of the Chief Information Security Officer in the industry. 

The Cybersecurity: The CISO’s View certification programme is offered by the University of Washington. Barbara Endicott-Popovsky (The Director of the Centre for Information Assurance and Cybersecurity department) is the course instructor. This is an introductory-level course, helpful in understanding the basic concepts and nuances of cybersecurity. The candidates will learn the functioning of cybersecurity across industries, how information is kept secure, and the point of view of the CISO.

Cybersecurity: The CISO’s View training programme is an online course and is rife with pre-recorded video lectures that the candidate can access at their own pace. The course spans around six weeks, and you need to devote two-to-five hours every week. Candidates can audit the course completely free of cost and earn a course certificate by paying a specific certification fee. 

The Building a Cybersecurity Toolkit certification course spans over six weeks. It is a short-term course that has been developed by the University of Washington in collaboration with edX to impart knowledge about the fundamentals of cybersecurity. Moreover, you can learn for free because the enrollment has no charges. But if you want to get accreditation, you will have to pay a certain amount.

The Building a Cybersecurity Toolkit certification syllabus is designed to help you become well-versed in the skills and tools essential to building a professional cybersecurity toolkit. You also learn about the usage of different tools in different situations. Furthermore, this programme enhances your problem-solving skills and management skills. 

Besides, you get to assess your skills and eventually understand whether a job in this field is the right fit for you. You get to study at your speed with pre-recorded videos. The certification will be instructed by David Aucsmith, a senior principal research scientist at the University of Washington and a well-qualified mentor.

You will also get to learn from both the academic community and practitioner community in the Building a Cybersecurity Toolkit online course. The students may choose any one of the tracks available namely verified and audit to complete the course. Both the tracks are self-paced but during the audit track, the candidates will get limited period access to the course. On the other hand, during the verified track, the candidates will be able to see and learn from the course materials till the end of time.

This cybersecurity certification has been designed by the University of Washington. Finding Your Cybersecurity Career Path by edX is a short-term programme with a duration of 6 weeks. Learning this course on the platform is free. However, if you wish to acquire a professional certification, you will have to pay a sum. 

This introductory level Finding Your Cybersecurity Career Path programme is related to the stream of computer science. Moreover, the sessions will be held online, and edX will provide you with the video transcripts of those lessons to ease your learning process. Barbara Endicott-Popovsky, who is the director of the Centre for Information Assurance and Cybersecurity at the University of Washington, will mentor the programme.

Not only that, you will enjoy plenty of benefits with the features of Finding Your Cybersecurity Career Path certification course. You will get to discover and understand thirty-two different job positions in the field of cybersecurity. This will be followed by a thorough self-assessment of your skills and expertise after which you can identify which role would be the best for you in terms of compatibility and interest. That will consequently help in pursuing your dream career by acquiring new skills.

The candidates may choose any one of the tracks available known as the 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. On the other hand, the verified track offers unlimited time for accessing the course.

The internet was once celebrated as the ultimate platform for self-expression and open communication. But it has now become a global surveillance device. With its endless capacity to process and store data, the internet can pose a dire threat to individual privacy and national security. To learn more about this developing issue, take the Cyberwar, Surveillance and Security course by edX.

People are starting to realise that their data and online activities are being monitored 24/7. And they are beginning to call for restrictions on such practices. After taking the Cyberwar, Surveillance, and Security training, you too will be sufficiently informed to join the debate. You will learn about national security laws, and laws related to personal and commercial privacy, in the post-Snowden online world. 

The University of Adelaide put together the Cyberwar, Surveillance, and Security certification syllabus. And upon course completion, you can receive a certificate with their logo and the course instructors’ signatures, if you pay the certification fee. Candidates don’t require any academic qualification to pursue the introductory computer science programme.

Cybersecurity Awareness and Innovation Certification has been designed for students, professionals and the community to effectively combat cybersecurity attacks. The Cybersecurity course will enlighten them about the risks focused on identity management while offering a practical overview of many challenging issues like email threats, identity credentials security and management, web hacking, or web impersonation. This Cybersecurity Awareness and Innovation course by Coursera will provide an additional understanding of innovation implemented in these concepts through an interview with a celebrated expert in cybercrime and fraud. 

The teaching staff consists of Román Ramírez, a hacker and cybersecurity expert and Iván Pau, UPM researcher and expert in usable security. Cybersecurity Awareness and Innovation Certification Syllabus is a unique blend of case studies on cybersecurity incidents, videos and exercises that ensures participant involvement in the course. 

This online Cybersecurity Awareness and Innovation programme is part of the course initiative developed by Universidad Politécnica de Madrid (a world-class tech university known for its quality educational programmes and research centres), EIT Digital and Ferrovial (world's leading private investor in infrastructures and cities, with a workforce of at least 74.000 and operational in 16+ countries).

Are you stressed about working on the design or arrangement of your research paper? Trying to make your documents have higher readability quality? LaTex is a document preparation system that enables the author to format their research papers, technical writing, conference papers, or any other document with ease. Usually, this system is used in scientific fields such as mathematics, statistics, computer science, engineering, chemistry, physics, economics, linguistics, and many more.

The LaTex for Students, Engineers, and Scientists certification course provides various facilities such as citing papers based on the format, adding tables, structuring the documents, using appropriate fonts and font size, managing cross-referencing, listing, and auto-numbering of sections, and tables, managing to cross-reference and so on. It makes the author's work easy by providing automated typesetting of the documents they want to publish.

LaTex for Students, Engineers, and Scientists certification by IIT Bombay is a 6 week online course for anyone who wishes to concentrate more on the content they are working on rather than spending hours on planning design for their documents to be published.

The LaTex for Students, Engineers, and Scientists training course LaTex for Students, Engineers, and Scientists will provide enrollees with the fundamental concepts of LaTex and help them format their complex materials in natural ways. The course will issue a certificate to enrollees after the completion of the session.

All modern organisations are extensively involved in absorbing, processing, and generating information. These processes are becoming increasingly digital, and being able to interact with data and software flexibly is a crucial skill. For this purpose, edX has launched the Unix Tools: Dara, Software and Production Engineering Certification Course. 

Candidates will get full knowledge of the Unix shell and its command-line tools in the Unix Tools: Dara, Software and Production Engineering Training. Unix tools also make it easier to perform computing tasks, thus improving the efficiency of professionals. They will also learn how to use Unix tools for prototyping and implementing big data workflows. 

This is an intermediate-level course on Unix tools and will impart all relevant knowledge about running them on hardware. The Unix Tools: Dara, Software and Production Engineering Course consists of interactive examples and regular tests and assessments to check the candidate's knowledge. It is a self-paced online course, in which candidates can learn at their convenience and obtain the certificate. There are 2 tracks namely audit and verified tracks offered by Edx 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 Introduction to Machine Learning certification course is offered by Duke University. It will help you know your strengths and apply your skills in the most efficient manner to get work done. It will give you additional knowledge that will make you more confident in your work and perform better at your workplace or start your own business. 

The course will give you a brief overview of machine learning models like natural language processing, logistic regression, convolution neural networks, and multilayer perceptrons, while also explaining how these models can be put to use for solving technical problems in various industries like medical, image recognition, and text prediction. 

It is a combination of practical as well as theoretical knowledge about Machine learning, that will provide you with a framework for understanding how you can implement data science models and machine learning algorithms. The  Introduction to Machine Learning Training Course will allow you to work on a real-world hands-on project that is required in the fast-developing technological world. 

The Mathematics for Machine Learning: Multivariate Calculus course provides a brief introduction to multivariate calculus which is necessary for constructing several popular techniques for machine learning. The aim of the course is to provide an intuitive understanding of calculus, as well as the language required to look up concepts when candidates get lost. Candidates can still come away with the courage to dive into some more oriented machine learning courses in the future without going into too much detail. 

The Mathematics for Machine Learning: Multivariate Calculus course is the second one of the 3 courses in mathematics for machine learning specialisation. The goal of this specialisation is to bridge the gap then bring candidates up to speed in the underlying mathematics, develop an intuitive understanding, and relate it to data science and machine learning. The specialisation is pointed at what linear algebra is and how it applies to data in the first course on Linear Algebra. It will then draw attention to what exactly are matrices and vectors and how one can operate them. 

According to a Hackernoon report, 74% of decision-makers, corporate owners and IT executives believe machine learning has the ability to transform their work and sector. Companies that use machine learning to enhance organizational performance and improve the decision-making process have clear benefits over those that do not. The Machine Learning online course aims to provide candidates with the knowledge and skills needed to comprehend the effect of machine learning and effectively articulate its integration.

It has never been simpler for businesses of all sizes to leverage the value of data. Introduction open-source and free Artificial intelligence and machine learning technologies. Embedding machine learning technologies into an organisation effectively necessitates a practical grasp of its concepts. The Machine Learning training teaches about the various types of modelling concepts used in machine learning. The Machine Learning syllabus focuses on determining the models, methodologies, and ethical implications of machine learning techniques, as well as presenting an economic case for using them in the firm.

The Human-Computer Interaction IV: Evaluation, Agile Methods, and Beyond certification by edX will help the students to understand the basic design of life’s cycle for taking up ideas related to interfaces and prototyping them quickly, and also evaluating them with the help of real users. 

The course in descriptive details takes through the last nine chapters on CS6750. Along with providing revision the Human-Computer Interaction IV: Evaluation, Agile Methods, and Beyond Training will be teaching students new topics namely- qualitative evaluation, Post-hoc interviews, and others. In the certification Course, heuristic evaluation done by the students will be enabling them to evaluate the designs more graphically and vividly. The registered students will be learning about the human-computer interactions that pertain to modern software advancements and innovations. 

The candidates under Human-Computer Interaction IV: Evaluation, Agile Methods, and Beyond Online course will work on modern technologies and rapid feedback mechanisms during the course. The students will have the chance to get exposed to new research papers in HCL and cybersecurity. The candidates may choose any one of the tracks available to learn the course, one is the verified track and the other is the audit track. Both the tracks are self-paced but during the audit period, the course can be accessed only for a limited period. Whereas during the verified track, the course is open to be accessed for an unlimited period.

The Agile Software Development course by edX is a six-week course offered by ETH Zurich, one of the leading international universities for technology and natural sciences. This computer science course teaches the fundamentals of agile concepts, benefits, ideas, and limitations of the IT industry.

This course is split into six parts that hold an objective view of agile methods. Students can pick up on software skills that are relevant to the industry. This Agile Software Development online course offers a holistic approach to learning, from assessments to practices. Some of the topics touched upon including Agile Manifesto, Scrum roles, burndown charts, and few method-specific principles.

Mr Bertrand Meyer from the Politecnico di Milano and Innopolis University instructs the course. Formerly from ETH Zurich, he is also the Chief Architect at Eiffel Software. Learners can choose to learn at their own pace with the pre-recorded videos included in the Agile Software Development syllabus. Additionally, a verified certificate will be available to students who pay the necessary fee.

The ‘Human-Computer Interaction IV: Evaluation, Agile Methods & Beyond’ online certification course is offered for the students to get a comprehensive understanding of the design-life cycle, ideation process, prototype creation, and most importantly the final step of evaluation with the modern background.  This course focuses on delivering the students valuable insights on three kinds of methods such as qualitative, quantitative, and agile strategies for evaluating the prototypes of the interface.

This online course is provided by Edx and the curriculum is developed by the Georgia Institute of Technology. The course classes are scheduled for a period of six weeks and the students are required to spend a minimum of five to six hours per week to complete the program. The students in this self-paced online training course are led by the instructor David Joyner, a senior research associate at the College of Computing at the Georgia Institute of Technology.

The ‘Human-Computer Interaction IV: Evaluation, Agile Methods & Beyond’ online training will help the students receive a course certificate after completing the course of study and assessments and if they enrol in the self-paced programme by paying the course fee. For free, they can get access only for a limited period. 

The DevOps Training Course with Certificate programme primarily covers the various tools required by professionals to become a master of DevOps. The course provides you with an in-depth understanding of multiple DevOps tools such as Git, Jenkins, Docker, Ansible, Puppet, Kubernetes,  and Nagios. 

The training is specially tailored to help you become familiar with the best practices in Continuous Testing, Continuous Development, and Configuration Management using DevOps. You will also become familiar with Continuous Integration and Continuous Monitoring of software throughout the development life cycle. 

Moreover, the DevOps Training Course with Certificate by Edureka is a 6.5 weeks instructor-led learning programme with hands-on exercises. The training course is developed and instructed by experienced professionals and industry experts with years of experience in relevant fields. Candidates will learn via real-life case studies to help you understand the practical application of tools. 

Besides, upon completion of the DevOps Training Course with Certificate course, you will receive a DevOps Engineer Certification by Edureka. 

In the present era of booming computer technology where there is an ever-increasing demand for data storage to manage, deploy, and run applications and software. As Kubernetes is the software that is available in open-source, it can be used to run the applications that are containerized without making any changes in the operational tools. The programme Getting Started with Google Kubernetes Engine provides understanding to the participants about the Docker container and storing the workload in it. It also provides insight to station the Docker containers to the Kubernetes cluster supplied by the Google Kubernetes engine and handling the increased traffic by scaling the workload.  

The entrant will be introduced to the basic working of Google Container Registry along with the basics of containers and Docker. They will be deploying the applications having microservices in a cluster of Kubernetes. The participants will also get an insight to deploy novel code in the cluster of Kubernetes to dispense the updates of the application. Also, they will learn how to create a continuous delivery pipeline.

Github is the provider of internet hosting for software developments. The cloud-based hosting service shall help the software developers to manage functions, and source code using Git. It was founded in 2008, and it is widely used by prominent organizations. Git on the other hand is a version control system, it lets the user manage and keep track of source code history. Many organizations have adopted the technology and are hiring professionals who have the skills of using and managing the technology. 

The Learn Git & GitHub course is provided by Internshala Training for the learners who wish to be a part of software development. This is a beginner-friendly, online course of 6 weeks duration and downloadable content. The learner can get their doubts resolved by experts and shall also get the project for practical training. After the completion of the course, the learners shall receive Learn Git & GitHub certification by Internshala. Besides this, the learner shall also get placement assistance and get their profile highlighted on Internshala. This can be the career-defining course for the learners who want to kick start their careers as software developers. 

Used by over 90% of developers, Git is one of the most powerful and adaptable version control systems. In the Collaborative Coding with Git certification course the candidates will find ways to visualise and explore a project’s history via Git repositories. The candidates will enable them to quickly adapt to a new collaborative environment, especially if they are working with Git remotely.

The Collaborative Coding with Git certification by Futurelearn is in collaboration with the University of Manchester and the Institute of Coding. The course teaches you techniques such as maintaining high-quality code, code review to ensure safe code changes, maintaining consistent coding styles across large teams, etc. 

The Collaborative Coding with Git online course will teach students how to explore Git as a quality assurance tool, and learn how to use GIT to facilitate team learning, as well as enhance their workflows, collaboration, and code quality. The course is ideal for freshers/professionals interested in or working in software development.

The Azure Analysis Services online course is a short-term programme offered by IIT Kanpur. The course allows learners to understand the cloud's services and management techniques in the contemporary industry. With a skill-oriented approach, the training allows candidates to upskill.

The Azure Analysis Services training is completely online, and lets the candidate access and learn the course from any part of the world. The course is spread over six-weeks with a comprehensive curriculum covering every aspect of Azure services. The course extends multiple questions to the candidates for a sense of familiarity and hands-on practice of the subject.

IIT Kanpur's Azure Analysis Services online course takes the learners through various components of how the interaction takes place along with key terminology used in Azure services. The students get to work on an industry-based project that allows them to put their knowledge to practical use under the course. The students are rewarded with a certificate upon the successful completion of the course and passing the final exam.

The Introduction to Data Analytics for Managers course has been gaining popularity due to the heavy reliance on data by industries worldwide. Companies have been leveraging varied data sources such as big data to a large extent to maximize the company’s performance. The course curriculum also gives a run on the different facets of machine learning. 

The Introduction to Data Analytics for Managers certification program will carry a curriculum filled with various case studies. These will give hands-on learning about how different businesses use data analytics to their advantage. Through them, you will also understand the application of data analytics in a better way. 

The Introduction to Data Analytics for Managers online program by Edx is taught by two experienced faculties members, namely Amitabh Sinha and Sanjeev Kumar. The course is best for students who want to deep dive into the web-based graphical development environment. EdX presents this course in collaboration with the University of Michigan. There are two enrolment options for joining this programme, namely, paid and free. In the free option, the candidates can access the program only for a limited duration of time. 

The beginner-level Process Data from Dirty to Clean online course will help the students develop the skills required to be a data analyst. It is an online programme and thus does not limit the students with any time restriction. Students across the countries can apply for this course. The programme deals with the topics such as tools used in data analysis, cleaning and checking data using the spreadsheet and SQL. 

The Process Data from Dirty to Clean certification course also helps the students gain information regarding data verification. The course is provided in association with Google. The programme is free for all the participants if they learn from it in the audit mode. Since it is a beginner level programme, it does not require any specific academic eligibility, except the basic understanding of mathematics. 

The Process Data from Dirty to Clean certification programme can be completed in 25 hours. However, it can be pursued weekly according to the requirements of the student. At the end of the course, after the successful completion of all lessons and assignments, students get a chance to enjoy the benefits of professional certification.

The leading with data and analytics course is offered by Chicago Booth, the University of Chicago, School of Business in collaboration with Execonline in online mode. The course will help learners to develop critical and creative skills to frame a big data analytics project and make effective decisions that effectively give results without sacrificing speed and accuracy.

The training programme for leading with data and analytics course will be conducted entirely online, with English as a medium of teaching. The duration of the course will be six weeks. To finish the course modules, students will need to devote 5 hours per week. The course will be instructed by Sanjog Misra, Jean- Pierre Dube, Guenter J. Hitsch, and Devin G. Pope, the University of Chicago, School of Business. The course fee is $4,500 - $5,700 (USD). Get more details here.

The Applications of TinyML Online Course is an open online course that discusses the applications of TinyML language and its practical applications with regard to tiny or deeply embedded devices. The course is available on the HarvardX platform with the joint effort of edX and Harvard University.

The Applications of TinyML Training Course is taught over a period of 6 weeks with the help of online course materials and informative case studies. The practical-oriented course will provide students with valuable insights into one of the most accessible and fastest-growing areas of deep learning.

The Applications of TinyML Certification Syllabus is prepared in a way its beneficial for students trying to gain a professional certificate in machine learning. The course is instructed by Vijay Janapa Reddi, Professor at Harvard University, and Laurence Moroney, Lead AI Advocate at Google. EdX gives two varied modes to take the self-paced course; verified and audit mode. The verified mode requires a course fee and the candidates will get unlimited access. In the audit mode, they can access it for a limited duration.