List of Online Courses and Certifications

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.

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. 

Jigsaw Academy’s Big Data Bootcamp programme is an immersive programme that is conducted both Weekday and Weekend. With end to end career support, in-person interactions and real-life project experiences, candidates will gain an in-depth understanding of the subject as a whole. An ideal opportunity for data scientists, it is the right time to enrol for this programme and learn about advanced technologies.

Since the subject covers a vast pool of information and cannot be completed in very less time, Jigsaw introduced this programme in a 12 week Bootcamp module. The module will help data scientists in strengthening the expertise and skills needed to master the area. Candidates willing to pursue this programme can easily do so by choosing either Weekday or Weekend schedule. The curriculum has been designed to impart valuable learning skills to the students. The course will help students to foster their technical skills and explore new verticals in the professional world. 

For candidates looking forward to making a successful career in the big data industry, this certificate course on Big Data Essentials: HDFS, MapReduce and Spark RDD is the best way to get started. This course gives you new tools and reading materials to direct you in the right direction. Technologies like MapReduce, HDFS and Spark are all covered in this certificate by Coursera. The 6 course is of 6 weeks and helps candidates learn the basics of technologies in the Big Data field. It guides you throughout the system internals as well as its applications in the real world.

Candidates can expect to learn about the distributed file system, the reason for their existence and their functions. This course will guide candidates to build a stronger understanding of the big data technology and concepts to better utilize them in their work. The programme focuses on developing skills in learners to learn and use these tools in creating a solution for social networks, finance, telecommunications and other fields.

The Big Data Essentials: HDFS, MapReduce and Spark RDD programme offer relevant assignments that impart practical knowledge and experience to solve the most pressing problems in the field of big data. It presents an opportunity to evaluate the assignments of candidates on a real cluster.

We are witnessing a phenomenal era, which is digitally powered with technologies flourishing exponentially. With the strong presence of Big Data, computer systems are now capable of deriving acute information and desired results through analysis of this structured and unstructured data, which ultimately forms the ‘big data’. It is also witnessed that such analysis of Big Data is highly relevant and informative for large organisations, businesses and professionals to optimize their performances.

Considered to be information assets, Big Data enables effective decision making, optimizing processes and cost effectiveness in large, medium as well as small organisations. However, to yield the benefits of this high volume, high velocity and high variety of big data, it becomes essential to analyse this big data using various tools and techniques. This is where the knowledge of using Hive, Spark SQL, DataFrames and GraphFrames comes very handy. Analysts engaged in big data analysis are highly in demand and using these tools, one can efficiently analyse the big data to facilitate important decision making and process optimisation in their employer organisations.

The Big Data Analysis: Hive, Spark SQL, DataFrames and GraphFrames online programme offered by Coursera will impart key skills to the participants in using big data analysis tools and pursue their careers in the area of big data analysis. 

The Online Programme on Big Data and AI Techniques by FORE School of Management aims to explore Big Data Analytics techniques and enable learners to apply it in their research work or teaching. The programme focuses more on practice than theory, and as such, learners will have to undertake several practical assignments.

The Online Programme on Big Data and AI Techniques Training is 40 hours long and spread across six weeks. Therefore, learners will have to devote around six hours to the programme each week. Classes are live on weekdays between 2 PM and 5 PM. They can also indulge in real-time interactions with the course educators, clarifying all their doubts and queries.

For the practical exercises that are part of the Online Programme on Big Data and AI Techniques Certification Syllabus, learners need laptops with at least 4 GB RAM. The student and the teacher will work on their respective laptops and simultaneously solve each assignment. Even though it is an online programme, the learning experience is as if the teacher and the students are in a laboratory working together.

The Big Data for Reliability and Security program will be teaching the students the key practices and principles of big data for developing and improving the security and reliability of computing systems. The students will be learning about the big data technology that is at present changing the way of doing business and transactions. The Online Certification Course on Big Data for Reliability and Security by edX will deal with the various techniques that pertain to computer science. 

The curriculum includes - Flink, containers, spark streaming, apache-spark, Mesos, and apache. The techniques for solving various issues that currently exist in the computing world. The students will be provided with a set of challenging projects and assignments to solve. The Big Data for Reliability and Security training covers ways to analyze the data sheets that will be taught to the students. The participating candidates will be learning to formulate strategies and techniques. The various ways of presenting data will also be taught in the Big Data for Reliability and Security certification course. 

Two different tracks for enrolling and learning the course are available on edX which may be opted for by the students. Both the tracks are self-paced but some major differences may considered before rolling. During the verified track, the candidates will have to submit some fee to start accessing the course for an unlimited period. In the same way, if someone chooses the audit track, they will be able to learn the programme without any cost.

Analyzing Big Data with SQL Certification by Coursera offers its learners an extensive analysis of the SQL SELECT statement and its main clauses. Candidates will have the opportunity to study big data SQL engines Apache Impala and Apache Hive. Additionally, their acquired learning can be implemented to SQL with traditional RDBMS as well. The experienced instructor from Cloudera comprehensively deals with the differences between MySQL and PostgreSQL.

This beginner-level, free-flowing course has been made for a wider audience who wish to learn about querying big data with modern distributed SQL engines. Now that traditional relational databases have become insufficient for large packets of data, the data cannot be stored in commercial data warehouses anymore. As a result, the concepts of distributed clusters and cloud storage have started to gain momentum. 

Learning about the cost-efficient and infinitely scalable data stores in Analyzing Big Data with SQL Certification Syllabus will expose them to newer concepts of the SQL engine. Course modules have holistically covered open-source SQL engines capable of querying enormous datasets. All in all, this course proves to be highly relevant for data analysts.

Swayam’s Predictive Analytics certification course is targeted at students and practitioners who wish to improve their knowledge in predictive analytics. Predictive Analytics is a popular competitive strategy across various business sectors, and it identifies high-performance companies. Its objective is to predict the probability of occurrence of future events which can lead to effective business management.

The Predictive Analytics training covers important topics such as regression models which can help the learners understand relationships among variables and how decisions are made by exploiting these relationships. Predictive analytics problems use various models such as logistic regression, decision trees, linear regression, and neural networks which are discussed in this course.  

Besides, the Predictive Analytics programme on the provider site of Swayam by the Indian Institute of Management, Bangalore, and NPTEL prepares candidates for careers in the field of data analytics. This course is a good fit if you are looking for the right competitive strategy for making companies successful. You can master predictive analytics tools and earn a certificate upon successful completion of this programme.

The availability of data allows corporate executives to make better judgments. The difficulty is that most business people do not have experience evaluating data from numerous sources. The Applied Business Analytics online course teaches to determine the algorithm to use and explores when to include human judgment in the decision-making process. The course teaches about some of the most practical uses for artificial intelligence.

Business analytics abilities are in great demand among companies and are required across a wide range of job roles. Indeed, from September 2016 to the current, job listings for this skill set have grown by 130%. From 2018 to 2028, the Bureau of Labor Statistics (BLS) forecasts 10.9% growth in business analytics capabilities, surpassing the national growth rate of 5.2% for all jobs. The Applied Business Analytics training helps candidates to grab the current and upcoming opportunities in the field.

Discover a practical methodology for using data to improve decision-making. The only prerequisites are basic arithmetic and statistics from high school. After completing the Applied Business Analytics syllabus, candidates will understand which analytics method is most suited to specific scenarios, as well as how to deal with massive data and utilize it for improved business outcomes.

Human-Computer Interaction has progressed dramatically over the years. Together with technological developments, HCI now has the ability to revolutionize human interactions with machines by providing easier, more efficient, and smarter digital services. The Human-Computer Interaction for User Experience Design online course contributes to a better understanding of the present status of computer interaction with users.

Eight MIT CSAIL specialists have committed their research activities to investigate the ways in which HCI may be improved, and they are making that knowledge available to candidates via Human-Computer Interaction for User Experience Design training so that candidates can implement it for enhanced user interface (UI) design and better user experience (UX).

Candidates will get a chance to explore the development of HCI by focusing on speech recognition, non-traditional interaction, and fast prototyping, among several other topics, directed by industry experts. The Human-Computer Interaction for User Experience Design syllabus covers real-world integration of technology targeted at improving UX and UI design and expanding knowledge beyond interfaces by incorporating long-run HCI into overall work.

The Course on Computer Concepts (CCC) certificate program offered by NIELIT is designed for professionals or aspirants willing to equip themselves with the use of computers in today’s life in both professional and personal ways. The course offers both theoretical and practical hands-on approaches to learning various topics on computers. Participants can learn to use both the operating system and software packages in one course. 

Also, this course exposes students to the fundamentals of financial literacy in order to understand various services offered by schemes in the government. 

This course spans for a duration of 6 weeks within an 80-hour syllabus framework. With a bilingual medium of instruction, the course can benefit many people and it is easily accessible online through the Digital India platform. Every day, the candidate has to spend a duration of 3 hours as a part of syllabus planning and at the end of the program, an online exam is conducted which acts as the final criteria for certification.

CS50’s Computer Science for Business Professionals course is a comprehensive 6-week course designed by Harvard University. It targets founders, managers, product managers, and decision-makers to give them CS50's introduction to computer science. This course introduces you to the art of programming and the intellectual enterprises of computer science. 

In the CS50’s Computer Science for Business Professionals course, you will learn how to solve problems efficiently and think algorithmically. CS50 itself takes a bottom-up approach by stressing the mastery of implementation details and low-level concepts. On the other hand, this course takes a top-down approach by focusing on the mastery of high-level concepts and design decisions. 

CS50’s Computer Science for Business Professionals training includes lectures on programming languages, internet technologies, computational thinking, technology stacks, and cloud computing. With this, you will learn how to make technological decisions even if you are not a technologist. You can also motivate yourself to complete the course and earn a verified certificate to display your advanced skillset. This self-paced programme is available for learners to take in the free or paid verticles. In the free verticle, you can audit the programme only for a limited duration.