List of Online Courses and Certifications

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 delivery of various services via the Internet is referred to as cloud computing. These tools and programs comprise digital data, servers, networks, networking, and programs. Cloud-based storage enables the saving of files to remote databases as opposed to retaining them on a proprietary hard drive or local storage device. The Cloud Computing Basics (Cloud 101) certification course is developed by LearnQuest, an online learning platform, and taught by Jim Sullivan, a Master Trainer and Technology Practitioner, which is made available by Coursera.

 Cloud Computing Basics (Cloud 101) online classes incorporate 8 hours of online learning resources which begin with the fundamental concepts of cloud computing and cloud deployment and go on to describe the functionalities of storage services, cloud dynamics, and degrees of managed infrastructure. Cloud Computing Basics (Cloud 101) online training also covers a variety of subjects like HPC cloud, big data cloud, and hybrid cloud as well as discusses the concepts like bare metal computing, serverless computing, artificial intelligence, internet of things, Kubernetes, Docker, API, AWS, Azure, IBM Cloud, GCP, and salesforce.

Spatial Data Science and Applications certification course is a specialized course for the learners seeking for understanding Data Science and its applications. Programming and analysis are needed everywhere. Every big company today needs employees with skills to operate analysis related to data structure and the study of the whole data format. 

Such need and study have brought a new requirement in today’s operating market which helps in gaining necessary information about various aspects of data structure. Topics like DBMS, SDBMS, HDFS and others are explained thoroughly under this course. With flexible deadlines, this Spatial Data Science and Applications online course is a one-stop destination for the learners seeking proper knowledge under this course. 

The duration of Spatial Data Science and Application training course is 6 weeks and is available for the learners with a genuine interest in the subject. 

A Business Wire report states that 99% of Fortune 1000 firms are investing in data efforts. Big data has revolutionized and continues to revolutionize the global corporate landscape, analysts and data scientists are emerging as valuable assets inside enterprises. The Data Science Essentials online course is designed to teach students the principles of data science as well as the needs of big data analytics.

According to a Research and Markets report, The worldwide worth of the big data analytics industry is expected to be $105 billion by 2027. Working professionals and managers must now grasp the ideas and benefits of data science and utilize it to influence company choices as well as retain and recruit the appropriate personnel to drive transformation. The Data Science Essentials Training teaches the fundamentals of data science for enterprise, helping applicants to identify the value of its technology and use it to achieve success.

The Data Science Essentials syllabus supplements decision-making skills by emphasizing non-technical abilities such as data science project management and execution. This course, led by I School specialists, prepares business executives to grasp the function of data science, its potential relevance for the development of the firm, and how it may be applied in business processes.

In the Introduction to Data Science online course, the students will be getting to learn about the importance and applications of data science and the use of algorithms in it. The course has been designed for six weeks. The online programme on Introduction to Data Science training by edX will be digitally hosted and covered by IBM. 

Imparted by data scientists, this programme will require 3 to 6 hours per week of study. This Introduction to Data Science classes program covers a span of topics that will enable candidates to learn about data science, tools, algorithms and other elements utilised in a business scenario. The programme is pursued online wherein the candidates can enrol as per their convenient schedule. 

Since the programme is taught by data practitioners, candidates will gain the opportunity to learn the importance of data science in present times and in times to come. A most sought-after programme, candidates can also take up other associated programmes such as Data Science Foundations, IBM Data Science and Essential Technologies for Business. Candidates will find 2 tracks to enrol into and finish learning the programme. One is the audit track and the other is the verified track. These tracks can be learned based on one's own schedule but the audit track gives limited access whereas the verified track gives unlimited access to the course materials.

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.