List of Online Courses and Certifications

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.

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.

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.