List of Online Courses and Certifications

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.

System Administration and IT Infrastructure Services course is the complete transitional package to train learners to work on many computers from just one. One of the premium learning of the course- Systems Administration is an important branch of Information Technology that deals with the maintenance of reliable systems of computers in a multi-user environment. This course enlightens candidates about infrastructure services devised for the smooth running of organisations across the world.

 It lays a special focus on the Cloud System for a better understanding of the typical setup of cloud infrastructure for the management of cloud resources. Besides this, learners shall also be apprised of the configuration of servers and usage of industry tools for the administration of user productivity and information. Perhaps the most important aspect of this course is preparing candidates to cope with a corporate disaster by appropriate recovery strategy for their organization’s IT infrastructure.

This offering is a part of the IT Support Professional Certification Programme offered by Google Inc. under its initiative-Grow with Google. Learnings from this course will help the millennial workforce and students to access the best tools to enhance their career, business, and skills.

The free online course, Getting Started with Azure available at Coursera is offered by Learn Quest. The course is an introduction to Microsoft Azure services, Deploying Virtual Machines, Cloud Management, and many more.The 100% online course helps you learn Navigating Azure Tools And Services, Azure Network Security, Deploying Azure Network, etc.

The students of the course will gain familiarity with the most important Azure topics and help you practice the Implementation of infrastructure components.The course is spread across 6 weeks which includes topics related to Azure. There are online videos from professional instructors, some reading materials, and quizzes to test your learning. 

At the end of the course, you will receive Getting Started With Azure Course Certification which will help you in enhancing your CV and LinkedIn profile.The online course will only take 20 hours to complete but it’s very flexible which means you can complete the course according to your timetable and commitments. Henceforth, the course provides the learners with flexible deadlines.

The Introduction to Computer Vision and Image Processing by Coursera is the last course in IBM Applied AI Professional Certificate. This Specialization comprises six courses devoted to Computer Vision and its numerous applications across sectors. The certification course takes approximately 15 hours to complete, while the teaching medium is English.

Many industries such as robotics, face detection, and augmented reality employ computer vision and the vast implementations make IIntroduction to Computer Vision and Image Processing course very exciting. The course curriculum will furnish you with essential skills, including OpenCV, Watson, AI, and more.

Furthermore, the Introduction to Computer Vision and Image Processing certification course is offered by IBM (International Business Machines Corporation), a multinational consultancy and technology company headquartered in Armonk, New York. 

The Introduction to Computer Vision and Image Processing programme is a beginner-level course with flexible deadlines. Enjoy a comfortable learning experience with this exciting course in AI and Machine Learning, and get a completion certificate from Coursera.

The online course in AWS Computer Vision: Getting Started with GluonCV by Coursera is spread out over six weeks, wherein a new module is picked up every week, to focus on computer vision’s various aspects with GluonCV. The programme starts by discussing the basic concepts of computer vision and progresses by providing an overview of machine learning, using the GluonCV toolkit and Apache MXNet to build and train CV models, discussing deep learning concepts, and artificial neural networks. In the last week, the candidates submit a final project where they apply their learnings and visualize the output.

The AWS Computer Vision: Getting Started with GluonCV online course is offered by Amazon Web Services on Coursera, and thus, comprehensively covers the various AWS services like Amazon SageMaker, AWS Deep Learning, Amazon Rekognition and many more. The curriculum provides content through pre-recorded videos, readings, practice quizzes, and flexible deadlines, to help candidates learn at their own pace.

Furthermore, the AWS Computer Vision: Getting Started with GluonCV online programme provides financial aid as well. It will equip the candidates with the knowledge on how to build a computer vision model, how to set up different services, their benefits and limitations.

The process as well as the manner in which businesses function have not only been unique from its origin but have continuously evolved throughout different conditions, varying situations and places. This makes studying how companies operate their businesses a must for applicants who want to join the sector as well as start-ups that want to gain a certain flare in the industry.

The course, Innovation and Information Technology Management, goes over the concepts of this industry in a perfect manner, delivering it to the candidates through an expert of the industry, who will be their instructor, and clears out doubts from the difficult topics as well. They learn to manage everything about the sector including theoretical and practical methods to deal with competition in the sector, with digital security, digital goods and such.

Through the course, the applicants will gain insights that will allow them to not just progress in their lines of work but face the challenges in the sectors head-on. 

MIS or Management Information Systems dominate today’s corporate world. These systems dictate what and how we work within our organizations. Be it the CRM systems or financial systems; there is no escaping these systems. Therefore, by taking the Introduction to Management Information Systems (MIS): A Survival Guide programme, you can significantly enhance your employability quotient.

The Introduction to Management Information Systems (MIS) certification syllabus runs for six weeks and covers several essential and fundamental MIS-related concepts. It will touch down on MIS procurement/development process and how they are related to Business Process Redesign. The programme curriculum also unfolds how MIS influences your current or future jobs. Universidad Carlos III de Madrid is offering this programme.

The Introduction to Management Information Systems (MIS) online course is an intermediate-level one with real-world case studies and examples. The programme falls under the Computer Science category and has a Spanish version and video transcripts in both English and Spanish. There are 2 tracks namely the audit and the verified track which are self-paced. The candidates may choose any of these tracks and can be enrolled. The main differences between these 2 tracks are access to the course materials and certificate of participation. During the audit track, the access is limited and no certification is given whereas during the verified track, access is unlimited and a certification is also offered.

The Information Technology Foundations course provided by edX and taught by the Western Governors University is an introductory level program which is a system consisting of the development of a common goal. The course examines the system that helps the candidate to learn more about the system and service, data management, programming. These are the different components of IT that the course will make the candidates explore. 

Information Technology Foundations course gives knowledge from the hardware to the software structure of the computers. The integration of the hardware, software, and user requirements through networking is very important for the learners to understand the course

The participants will receive a certificate when they complete the course with minimum pass marks. The signature of the instructors and the logo of the Western Governors University are given on the certificate making the certificate speak its value in the resume or portfolio. Participants who wish to start or restart their careers will find the Information Technology Foundations certification course more useful and valuable. Among the 2 tracks offered to the candidates, during the audit mode, the candidates will get limited access to the course materials for free during the verified track, the candidates will get unlimited access but will have to pay a fee.

The methods pertaining to communications and design solutions will be dealt with in the course. The Information and Communication Technology (ICT) Accessibility Training is structured for people across various domains and professionals namely- non-profit sector, government, corporate and private. Throughout the Information and Communication Technology (ICT) Accessibility programme, students will be evaluating and analyzing their content through- activities, rich videos and various discussion forums. In this training, the students will be framing documents with the aid of- multimedia utilisation and document creation. 

The Information and Communication Technology (ICT) Accessibility Online Course will consist of six modules and each of the modules will contain a number of video lessons. Students will be provided weekly assignment papers at the commencement of each module. The course focuses on maintaining an inclusive and diverse workforce. The students will learn to identify issues and propose solutions for creating and maintaining a healthy workforce. The curriculum consists of - ICT accessibility, assistive technology, multimedia and other topics related to ICT.

Web 3.0 is the next generation of the internet, which will be a greatly decentralised and more transparent version of the web. You need to learn the latest skills, like building decentralised applications (dApps) to thrive in this environment. The Mastering Web3 with Waves online course by Coursera will teach you how to create a dApp using Waves blockchain and the Ride programming language.

During the Mastering Web3 with Waves certification course, you will become familiar with JavaScript, GitHub, non-fungible tokens (NFTs), HTML, Git, smart assets, and smart contracts. Also, you will deeply explore concepts such as digital assets, consensus algorithms, the evolution of the web, distributed ledgers, and cryptocurrencies.

Coursera’s Mastering Web3 with Waves syllabus is systematically divided into six weekly modules, comprising practical assignments, quizzes, and video tutorials. You will also create a project near the end of the course, the Coupon Bazaar dApp. Moreover, the E-Learning Development Fund offers the course. 

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. 

In this day and age, everyone carries a mobile phone in their pocket. These devices, especially those that run on Android, have the capability and versatility to provide for the users’ basic requirements such as browsing the web, banking, and shopping, among others. There is a dedicated application for each of these services. To learn how to develop these, join the Mobile Application Development using Android course and master the art of developing mobile applications.

The Mobile Application Development using Android course by NIELIT Chandigarh will help you acquire the knowledge and skills necessary to design, develop, and deploy applications for mobile devices that run on Google’s Android Operating System. You will learn about the Android Development Environment, User Interface Design, Layouts, Styles, Themes, Menus, Widgets, Notification Services, and every other aspect of a standard application for Android.

To complete the Mobile Application Development using the Android training programme, candidates need to study two hours a day, every day, for six weeks. Furthermore, completing this curriculum will help candidates establish a robust foundation in using the Java programming language to build a wide range of applications. 

As the usage of android is increasing day by day, the demand for Android apps is touching the sky. By realizing this, the National Institute of Electronics and Information Technology, Haridwar (NIELIT) is bringing you the Certified Android Apps Developer which covers the entire architecture of the Android platform right from basics. Students will acquire a lot of knowledge regarding various skills and tools that are used to create professional Android apps.

It is an online learning program where students can learn from the comfort of their homes. The course duration is 4+2 weeks such that students will get to complete the course in 4 weeks and take up online quizzes and projects for the next 2 weeks. Based on their scores in online tests and attendance, NIELIT will provide an e-Certificate for students. 

Android Apps Developer course is a golden opportunity for students who want to excel in the field of Android Development. 

The Building Modern Nodejs Applications on AWS program is offered by edX in association with Amazon Web Services (AWS) which is one of the most used cloud platforms across the globe. The AWS offers courses that can either be audited free or candidates can pay a small amount and gain a verified certificate for the same. The program is stretched across 6 weeks with students required to give approximately 1 to 4 hours per week to finish it with ease. 

The Building Modern Nodejs Applications on AWS online course will teach candidates how to build a contemporary, greenfield serverless backend on AWS. In order to be able to develop new applications on AWS, students must be well versed with it in the first place, which will be made possible through the Building Modern Nodejs Applications on AWS course. Candidates will learn how they can develop an API driven application with the help of Amazon API Gateway to create serverless API hosting, Amazon Cognito and AWS Lambda. Initially, they will study what a mock API will look like, before developing it. 

Building Modern Nodejs Applications on AWS training will provide an in-depth study of the pros and cons of the Amazon API Gateway which will enlighten the students on more of its functions than just hosting an API. The candidates can learn at their own pace but with limited access if they have selected the audit mode. If the candidates have selected the verified track, they will receive unlimited access to the course materials.

The Developing Scalable Apps in Python course is designed as an advanced-level course for the students. Candidates can take up the course virtually through the website of Udacity. The programme has rich learning content, which is taught by industry professionals. The course is offered to all the participants at zero cost, and there are no extra or hidden charges for anything in the Developing Scalable Apps in Python online course. 

The platform works on a self-paced learning method, and students are free to access the course 24x7 without any restrictions. There are no limitations regarding minimum attendance percentage, and the course has flexible deadlines. Candidates will be able to complete the Developing Scalable Apps in Python syllabus in approximately six weeks. Candidates will acquire the learnings from the course through interactive quiz sessions and various exercises. 

Big data plays an important part in pervading all walks of life, but most firms have not transformed enough to deal with the challenges that come with it. You also get the opportunity to establish a big data strategy, modify your business model and organization

The Big data strategies to transform your business certification, would also support the professionals to promote their careers to another level, irrespective of their background or position.

Big data strategies to transform your business course at a stretch of 6 weeks covers important aspects of data strategies like challenges and opportunities of big data, innovation, etc. The faculties are from the renowned University of TUDelft, which is an added advantage to the candidates apart from the verified and shareable certificate they receive upon course completion. The candidates may access the course for free. The English transcripts available aid in a better understanding of the subject. 

Big data strategies to transform your business course is a great opportunity for everyone who is looking to transform their business and get it started with a bang! The self-paced course has two different enrolment options; verified and audit tracks. Those who go for the free audit track will have access to the course only for a limited period of time.