List of Online Courses and Certifications

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.

Machine Learning in Business certification is basically a 6 weeks small course designed by  MIT Sloan School of Management and the MIT Computer Science and Artificial 

Intelligence Laboratory (CSAIL)along with its content partner being GetSmarter. With this programme, candidates can learn about how machine learning can be capitalized on by businesses.

The Machine Learning in Business certification syllabus is divided into 6 weeks which is taught online, and it will help in answering questions related to machine learning which is a branch of Artificial Intelligence. Basically here the programming of Computer Science will be used to improve data performance in businesses.

Machine Learning in Business training is an online executive programme that is guided by the MIT faculty to help the participants understand the foundational level capabilities of Machine Learning along with its advantages and limitations so that its’ potential can be unlocked within businesses. This certification course will give an opportunity for designing a roadmap towards the integration of business needs with machine learning successfully.

The Introduction to TensorFlow certification course is thoroughly an online programme that is available for free for a specific period of time. The main focus of the programme is to make students aware of the Tensor flow. The training will revolve around the topics of datasets, designing and building of Tensorflow, and other features of the programme, etc. The course will take up to nineteen to twenty hours of learning.

The Introduction to TensorFlow online course is created for the students who want to learn from the course at their own pace so that they can take as much time as required to completely understand every topic. There are no last dates for the programme and it has no limitations with regards to attendance percentage or timings of attending the sessions.

The course provides an intermediate level of learning and requires no academic qualifications to get admitted into the course. Students also get an opportunity to become a certified user of the course and obtain a verified certificate when the Introduction to TensorFlow certification syllabus is completed by the participant. The language of the programme is set for English, however, participants who have a language barrier can use the subtitles that are available in Russian, Spanish, Portuguese (European), English, and French languages.

The course on Machine learning using python, are apt for aspirants who want to create a promising career in the field of Machine learning. Aimed to provide insights on the fundamental concepts and techniques of Machine Learning, it is also equipped with the upgraded learning experience song with the usage of Python Language. 

The online course is offered by the National Institute of Electronics & Information Technology (NIELIT) in Haridwar, an educational intuition recognized by the Ministry of Electronics & Information Technology of the Indian government. This short course is packed with informative e-Content and is rewarded with an e-Certificate upon the successful completion of the course to each participant.

The course mainly focuses on the fundamentals in the topic of machine learning such as Data visualization, Data manipulation, Collection, details on Python, Machine learning algorithms, etc. this is also an introductory level course that provides the learners with the required knowledge in Machine learning which could even help them in molding their relevant future skills.

Machine Learning for Accounting with Python is an intermediate-level certification course offered by the University of Illinois at Urbana-Champaign. The online course can be covered by the learners within about 6 weeks. Machine Learning for Accounting with Python Certification Syllabus will walk you through the application of machine learning algorithms in problems related to accounting. 

Learning for Accounting with Python Certification Course, offered by Coursera, is the third in the four courses in the Accounting Data Analytics Specialization. Through the online course, the learners will be able to understand classification, clustering, Python programming, machine learning and the like. Machine Learning for Accounting with Python Certification by Coursera is an online programme prepared in a way that enables the students to take the course at their convenience and time. 

The NUS ACE - Wiley Program in Storytelling with Data certification course is offered by the platform of WileyNXT. The programme that is made available to all the participants is in association with the Indian Institute of Management. The course is in online form and can be pursued by interested students. Participants can take up the NUS ACE - Wiley Program in Storytelling with Data online course and learn its concepts in the self-paced learning mode. There are no restrictions on accessing the study material. Students can access the course the whole time i.e. 24x7. Students do not have to maintain any attendance percentage or fulfill the eligibility criteria. Students can apply for the scholarship schemes too after fulfilling the eligibility criteria. Candidates will get a certificate after completing the NUS ACE - Wiley Program in Storytelling with Data certification syllabus.

Data Science with Python Certification Course is being provided by Edureka for the learners who are keen to strengthen their base of data science concepts. Edureka is an educational platform, which provides the learners with a chance to pursue their courses through live online courses.

The participants of this course will not only learn the fundamentals of Statistics, Python and Machine Learning but will also understand the application of python in Data Science. This course is a step by step guide to Data science and python with extensive hands on.

They will learn from the basics of Statistics such as median, mean, and mode to exploring features such as Regression, Data Analysis, classification, clustering, cross validation, naive Bayes, label encoding, random forests, support vector machines and decision trees with examples and exercises to help the participants understand better.

They will be taught reinforcement learning, an important aspect of Artificial Intelligence and application of Machine Learning Algorithms. This course will cover basic as well as advanced concepts of Python like writing Python scripts, file operations, the sequence in Python and the usage of libraries like pandas and Numpy.

The Reinforcement Learning System (Capstone) certification course is a part of the ‘Reinforcement Learning Specialisation’ programme available on Coursera. This course is the 4th and final course in the series and aims to provide the students with complete practical knowledge on how to carry out Reinforcement Learning solutions in the real world.

In the Reinforcement Learning System (Capstone) online course, students will gain well-rounded and application-based skills that will help them in implementing Reinforcement Learning. They will complete the entire Reinforcement Learning problem-solving process – starting with the formulation of a problem, assessing the appropriate algorithm for the problem, and validating the impacts of the algorithm.

The Reinforcement Learning System (Capstone) programme by Coursera is suited for anyone who is expected to perform RL solutions in their field, along with the knowledge of skills like Machine Learning and Reinforcement Learning. The candidates will delve deep into the formalisation of a problem and how to translate it into an MDP. Finally, they will submit their Parameter Study towards the end of the course.

The Practical Reinforcement Learning programme by Coursera is the fourth out of the seven courses included in the ‘Advanced Machine Learning Specialization’. Offered by the National Research University- Higher School of Economics, this online programme will make you an expert in the field of machine learning.

Reinforcement Learning is one of the fundamentals of machine learning. Without getting a good grasp of this particular area, one cannot master the art of artificial intelligence. With the certification course in Practical Reinforcement Learning by Coursera, you can get in-depth knowledge about Reinforcement Learning and hone the various skills required to master this area of machine learning.

The Practical Reinforcement Learning online course by Coursera is well equipped with a planned curriculum as well as offerings like graded quizzes and assignments, peer feedbacks, practice quizzes, etc. that will help you to become proficient in this field. You will earn a shareable certificate upon completion as well.

The Practical Reinforcement Learning online programme by Coursera is a full package that covers all the core concepts of Reinforcement Learning, including free methods, dynamic programming, value-based methods, neural networks, algorithm-writing, model-free methods, and more.

The ‘Text Analytics 1: Introduction to Natural Language Processing’ online course is an overview of the strategies involved in Natural Language Processing(NLP) and the various aspects of computational linguistics. This course enables students to get hands-on experience with NLP and the process of performing analysis in Python with regard to the creation of pipelines.

Edx provides this course in association with the University of Canterbury(UC) for a period of six weeks and the students are required to spend at least three to six hours per week to complete the course successfully. This computer science course is self-paced and the learners in this program are led by the instructors from UC, Jonathan Dunn(Lecturer), Tom Coupe(Associate Professor), Jeanette King(Professor), and Girish Prayag(Professor).

In the ‘Text Analytics 1: Introduction to Natural Language Processing’ online training program, students will engage themselves with concepts of text processing, text mining, sentiment analysis, and topic modelling. The participants will receive a certificate after finishing the course of study and the graded assessments. The self-paced programme can be taken free of cost and has a limited duration. They can also upgrade it to the verified mode by paying for the course and getting unlimited access to the course materials. 

The ‘Text Analytics 2: Visualizing Natural Language Processing’ online course is developed for the students to gain knowledge and expertise with the visualization and interpretation of outputs in text analytics along with the scientific overview of understanding language computations.

This computer science course is provided by the Edx educational platform in collaboration with the University of Canterbury for the classes and modules. This online program is scheduled for a period of approximately six weeks and the candidates are expected to spend a minimum of three to six hours per week to finish the course modules.

The ‘Text Analytics 2: Visualizing Natural Language Processing’ is a self-paced learning program and the students can study independently with the curriculum instructed by faculty from the University of Canterbury such as Jonathan Dunn (Lecturer), Jeanette King (Professor), Tom Coupe (Associate Professor), and Girish Prayag (Professor). The participants will receive a certificate that can be shared online for the benefit of career advancement if they choose the verified mode by paying the course fee. They can also join the self-paced programme free of cost and get limited access to the programme. 

Coursera offers the Functional Programming Principles in Scala online course in association with EPFL (École Polytechnique Fédérale de Lausanne) which is a renowned research university in Lausanne, Switzerland. The instructor for this course is Professor Martin Odersky, who has devoted most of his career to programming languages. Learn from Prof. Martin and get the best educational experience in the field of functional programming.

The Functional Programming Principles in Scala course has modules spread out over 6 weeks; the course can be completed in approximately 45 hours. Discover the components of functional programming style with this comprehensive curriculum and apply them practically. 

Besides, the Functional Programming Principles in Scala certification course also promotes interaction and improvement of one’s core abilities in a fun and relaxed way. Enjoy intermittent programming assignments to get a grip on the practical aspect of the course. Coursera will award you a certificate upon successful completion of this course, allowing you to share your skills and specialization.

The course of Internet of Things [IoT] using Raspberry Pi is presented by the Gangtok branch of the National Institute of Electronics and Information Technology. The course gives an amazing chance to all the people who want to learn about the Raspberry Pi. The program additionally gives learning opportunities to all the learners who want to explore the internet and (IoT). 

Candidates who are interested in pursuing this particular program should invest 60 hours for learning from this course. Certification of this course available from the National Institute of Electronics and Information Technology. Learners are able to acquire all the knowledge about the programming of Raspberry Pi and processes connected to it. The candidates will get enough experience and skills through this course which can help them to work professionally in the field. Students can understand the techniques and fundamental tools required for the programming Raspberry Pi and the internet of things (IoT).