List of Online Courses and Certifications

The Data Science for Smart Cities training is a 16-week course and requires the effort of six to nine hours every week. Purdue University has designed a programme that falls under the engineering category. Prof Satish Ukkusuri and Eunhan Ka will teach the intermediate level course. Language of the training and video transcripts are in English.

The focus of the Data Science for Smart Cities online programme is how to utilise scientific tools and techniques to analyse, infer, and predict large-scale data. Data present in city networks and collected from various sources such as social media, GPS vehicular data, mobile phones, social network, etc. will be used. The  Data Science for Smart Cities syllabus will introduce basic data science methods for the analysis of these datasets. The  Data Science for Smart Cities training will deal with these methods as well as applying those using Python for smart city issues. 

Candidates can enrol for the Data Science for Smart Cities certification without paying any fee. However, the ones interested in acquiring a verified certificate can do so by purchasing it. Additionally, the  Data Science for Smart Cities certificate will be signed by the instructor and have the university logo printed, making it a valuable addition to resumes or CVs.

The Data Analytics & Visualization Bootcamp certification course is provided through the platform named Coding Dojo. The programme is ideal for students who want to learn about data science and machine learning. Candidates who get into the programme learn about the subject matter through four different chapters. The Data Analytics & Visualization Bootcamp certification syllabus requires 12 weeks of time duration to be completed by a student if he or she spends a minimum of 20 hours per week. The self-paced Data Analytics & Visualization Bootcamp classes enable students to pursue the course according to their own time table. Students who are beginners in this field can also apply for the Data Analytics & Visualization Bootcamp online course along with the professional candidates. The Data Analytics & Visualization Bootcamp online certification deals with the basics as well as an advanced level of topics in the programme. 

Analytical models play a crucial role when it comes to interpreting data, making business decisions, and predicting outcomes. The Introduction to Analytics Modelling online course is part of the MicroMasters programs in Analytics: Essential Tools and Methods. It will teach learners all about the fundamental analytical models and methods, and how to implement them using tools like R, which are common in the industry.

After completing the Introduction to Analytics Modelling online training programme, candidates will have at their disposal, all the tools needed to solve a particular business problem. But more importantly, they will know how to choose the appropriate technique, approach, algorithm, format, or data sets, from among these tools, and apply it at the right time. 

Learners from all parts of the world, except Iran, Cuba, and Crimea (Ukraine) can take the Introduction to Analytics Modelling course free of cost, courtesy of the Georgia Institute of Technology. Students will receive a verified instructor-signed certificate with the institute’s logo on it; they can share the accreditation on LinkedIn to boost their job prospects.

This is an instructor-paced course and the students can take it in two varied tracks; paid track and free audit track. In the paid track, the learners will have unlimited access to the programme and will be given a certificate of completion whereas in the audit track, they will have access only till a specified date. 

The Computing for Data Analysis Certification Course is brought by the online learning platform of the Georgia Institute of Technology, to provide advanced-level learning in the field of Computer Science. The course is a hands-on introduction to the part of analytics, combining both the fields of computer science and mathematics. 

A candidate will strengthen the foundations of data-intensive computing and numerical related to computing through the course. The programme is aimed at the candidate to develop a new process of thought regarding basic principles related to programming that will also assist them in practising relevant topics of modern data analysis and learning data mining. The learners can pursue the programme in paid or free audit mode. The paid mode will enable the learners to have unlimited access whereas the free audit mode will provide access only for a limited period. 

The Computing for Data Analysis training also teaches the data analysis pipeline and the concepts of machine learning including the pre-processing, storage, and analysis of data and figures. With the application of basic mathematical tools like numerical linear algebra and algorithms, the students learn how to handle data-intensive computing. The verified track of the course also includes graded assignments that’ll help in polishing the analytical knowledge of the student.

The Business Analyst Fundamentals for Beginners Course is a beginner-level course that explores the industry-relevant skills required for the role of a business analyst. The course available on the Skill-Lync platform will cover the modern tools and techniques necessary to flourish in the industry.

Through the Business Analyst Fundamentals for Beginners Certification Course, learners will be introduced to the technical skills and business analytics skills that should be possessed by beginners in the field.

After completing the Business Analyst Fundamentals for Beginners Training Course through video lectures and expert course materials, learners will receive a course certificate and the top 5% of learners in a class will receive a merit certificate. 

The Data Product Manager certification course helps you learn how to leverage market data to amplify product development. You will learn to leverage the power of SQL and Tableau; build data pipelines and warehousing strategies which prepare data collected from a product for effective analysis. Also, the techniques used for evaluating the data from live products.

Moreover, the Data Product Manager programme will help you understand the role of data product managers within organisations and solve problems using data science, machine learning, and artificial intelligence. You will also learn to analyse the results captured in statistical analysis and transform them into insights to inform product designs.

Besides, completing the Data Product Manager by Udacity will make you adept at handling data infrastructure components, including data producers, data consumers, data storage, and data processing. You will become proficient in understanding the type of data that can be collected using quantitative versus qualitative methods, and how to interpret them.

The ‘Certificate Program in Digital Marketing Analytics’ online course is designed for the students to get a comprehensive understanding of digital marketing and the analytics involved in decision-making for business operations. This online certification program is provided by the NMIMS Global Access School for Continuing Education for a time period of three months. 

The course instructors for this program are academically and professionally qualified industry experts Prof Debebrata Nag, Prof Siva Kumar, Prof Nikhil Prabhakar, and Prof Amol Patkar. The students are guided with extensive career options and are given the opportunity to work with simulation technologies to gain experimental learning experience of digital marketing and analytical theories. The course materials are ensured with unlimited access after completing the program. 

The ‘Certificate Program in Digital Marketing Analytics’ training program by NMIMS enables students to receive benefits of career development, skills development, and the course certificate by the end of the program.

INSAID provides world-class training and education, irrespective of your background. It offers a unique ‘Concept to Context’ approach so that you get knowledge of real-world practices along with useful experience. The Certificate in Data Science Foundation course is provided by INSAID and is an industry-relevant course in Data Science and Machine Learning. 

In the online Certificate in Data Science Foundation course, candidates will be taught the basics of Data Science and Statistics to brush up their skills. Further, they will be introduced to common Machine Learning algorithms and how to apply them to solve real-world problems. INSAID’s world-class learning and career centres provide unparalleled services like access to CATAPULT’s Data Career Labs and Interview Prep Toolkit. 

The candidates enrolled in the Certificate in Data Science Foundation classes programme can also become domain specialists by selecting their domain specialisation in retail, telecom, e-commerce, etc. The course is divided into three terms, with the duration being one month per term. After this, students will undertake a month-long project in which they will implement the course learning. 

Today, the sales and marketing domain involves extensive data use for making intelligent business decisions. The Certified Data Scientist-Marketing Course by DataMites is a specialisation programme with in-depth use cases. With this curriculum’s learnings, you will explore the applications of Data Science in marketing and sales.

The Certified Data Scientist-Marketing Course syllabus includes case studies, videos, real-world projects, cheatsheets, datasets and more study materials for in-depth understanding. Furthermore, you will be trained by industry expert instructors, including elite faculty from prestigious institutes. You can also get a global certification by the IABAC (International Association of Business Analytics Certification).

The Certified Data Scientist-Marketing Course training is designed to provide you with complete project execution knowledge. You can join the programme through three distinct modes of learning – blended, classroom and live virtual training. The curriculum is based on the latest industry requirements so you can leap forward in a fulfilling Data Science career.

Data science is instrumental in facilitating work across industry verticals and organisational function domains. With this Certified Data Scientist Operations online course from DataMites, students can learn about incorporating data science into operations. 

The programme certificate, accredited by the International Association of Business Analytics Certification or IABAC, is recognised worldwide. The Certified Data Scientist Operations course is available in three formats, instructor-led live online, blended learning comprising self-learning and live mentoring, and in-person classroom training. Students can access loads of study materials, data sets, cheat sheets, and videos to practice and learn extensively.

Besides, the Certified Data Scientist Operations syllabus includes one client and ten capstone projects. Students also explore data science in workflow optimisation and predictive analytics applications in operations. Moreover, the curriculum from DataMites aligns with the job requirements and industry demands in the current market. 

Along with the Certified Data Scientist Operations programme content, students also receive placement assistance through job updates, newsletters with the latest data science information, and materials on job interviews. The Placement Assistance Team (PAT) also helps students in resume building, job connect, interview questions, and mock interviews with industry experts.

Data science has undoubtedly become crucial in every industry today. Organisations of all sizes have started implementing data science techniques for better business and customer satisfaction. Another domain that now utilises data science to increase productivity is human resources. The Certified Data Scientist HR Course will help you know how HR functions can benefit from data science. 

Furthermore, DataMites’s Certified Data Scientist HR online programme has been accredited by IABAC and holds global recognition. This programme includes highly valuable case studies and real-world projects that will help you understand the application of data science tools in the Human Resource domain.  The course curriculum has been curated by specialists and industry practitioners in tune with the industry’s requirements and is highly relevant. 

Lastly, the Certified Data Scientist HR training by DataMites is a professional programme designed as per the job requirement in the market. You can earn a certificate accredited by IABAC after completing this programme. 

The Executive Development Programme in Foundations of Data Science – A Journey into the Black Box online course guides learners about the fundamental principles of data science. The course will guide the students to analyze data and peep into the black box without much experience. The certificate course has three modules by IIM Kashipur. Through the course, students can easily work with common statistical data and techniques and also analyze data with the help of different software and language. 

Executive Development Programme in Foundations of Data Science – A Journey into the Black Box certification syllabus includes three modules, the classes will be provided through the online mode. The objective of the course is to discuss the question of why and how methodologies work or do not work on data. This is done by giving the participants knowledge about the inside of black boxes. The learners who shall pass the exam and have good attendance throughout the course duration will be awarded The Executive Development Programme in Foundations of Data Science – A Journey into the Black Box certification by IIM Kashipur. 

The process or technique of optimization is used to identify the most effective solution. Following the requirement, it may have a minimum or maximum value. Statistical and Optimization Techniques for Data Science online certification is created by Jain University and delivered by Online Jain for individuals who are looking for an extended training program that could assist them in mastering the knowledge of the methodologies associated with optimization techniques and statistical techniques for data science operations.

Statistical and Optimization Techniques for Data Science online classes is a 3-month training program that aims to provide individuals with a thorough understanding of statistical and operations research techniques and their applications in streamlining business procedures and enhancing their capacity for decision-making. With Statistical and Optimization Techniques for Data Science online training, individuals will also learn about linear programming, data visualization, data analytics, prescriptive analysis, variance analysis, chi-square analysis, information systems, assignment models, transportation models, Microsoft Office Suite, and more.

Today data science plays a vital role in optimising work functions across organisational domains and industry verticals. With this Certified Data Scientist Finance online course from DataMites, students will explore the deployment of data science into the finance domain. 

Since DataMites is authorised by the IABAC or International Association of Business Analytics Certification, the programme certificate is recognised worldwide and adds immense value to your job profile. Students can take the Certified Data Scientist Finance training in three different learning formats, blended learning which includes self-learning and live mentoring, instructor-led live online, and in-person classroom sessions. 

Besides, DataMites offers a wide-ranging set of study materials, data sets, case studies, cheat sheets, and videos for practical learning. The three-month-long programme also allows students to learn through client projects, internships, and ten capstone projects. 

Furthermore, the Certified Data Scientist Finance Course syllabus focuses extensively on the finance industry, how data science can optimise the workflow processes in the industry, and the limitations of data science adoption. The curriculum is designed to align with the industry demands and job requirements in the current market. 

With the advent of technologies and rapid creation of innumerable statistical tools, it has undoubtedly become the need of the hour to master the subject. The programme Data Science with Python Course certificate has been designed in a way that candidates pursuing this programme will develop and master the foundation of this programme. Some of the concepts that will be taught will be Python programming, statistical analysis, data handling and feature engineering. 

Data Science with Python course curriculum has been crafted in a way that allows the candidates to learn, understand, create and implement some of the most used predictive analytics algorithms such as forecasting and regression. Along with this, the programme teaches candidates about ML Algorithms namely, K Means using Python and Random Forest. The course is very much popular in the industry since it is portable and dynamic at the same time. 

Moreover, the programme will give a detailed perspective about the subject as well as its implications in a practical manner. It will aid them in learning about the strategies which can be easily applied. 

Python is a powerful, fully accessible, interpreted language that offers a fantastic method for programming objects. Python language is one of the best languages for data scientists to utilize for a variety of applications and projects. Python for Data Science certification course is developed by Jain University and is made available by Online Jain to offer applicants the opportunity to obtain top-notch training in Python if they are unable to physically attend the university.

Python for Data Science online training provides a hands-on understanding of the fundamental concepts and capabilities of the Python framework and language. The Python for Data Science online course covers topics like object-oriented programming, exploratory data analysis, data structures, inheritance, and data visualization as well as aims to help applicants learn the syntax and semantics of Python, how to use Python flow control and functions, and how to handle strings and file systems.

A self-paced online course, Data Science with R training introduces you to the fundamentals of R and data science. You will become adept in manipulating and visualizing data using R. With industry-based case studies and practical assignments; you will be able to perform statistics operations effectively.

Besides, the popularity of open R in small to big businesses opens up many opportunities for professionals looking to explore in this field. Enterprises are looking to hire competent data scientists who can deal with complex issues and work in different network setups. Data Science with R Course will help you gain and hone the required skills to place yourself as a reliable data science professional in the industry.

Many top companies prefer professionals equipped with the skills necessary to deal with R programming. Therefore, enrolling in the Data Science with R course will exponentially increase your chances of landing a high paying job in the industry.

The programme will serve as a rudimentary guide to every aspirant in the domain of data science. The entire course is structured to provide in-depth analysis and introduction to Python programming, hence even non-experienced students can also pursue the certification course. 

The Certification Course on Python For Analytics by Emeritus will teach the students all the necessary skills and techniques associated with Python programming. Henceforth, moulding them in a professional way.

The course will provide students with data and experience with regard to -global economics and data as a market. The 2 monthly long programme makes sure that every aspirant is exposed to the current market demand and also develops adequate skills as an a- product manager, data journalist, digital marketer and financial advisor. Developing product insight and analyzing business trends in data science are the fundamentals of the entire programme.

The course will serve as a building block for every minuscule business owner and entrepreneurs to grow in the competitive market, by helping them to incorporate data science in their business schemes and gauge market demands.

The Learning Path in Data Analyst certification course is a 130 hours online programme. This course provided by Board Infinity offers data analytic skills to the candidates. The students who wish to enroll will be getting a good kick in developing skills in topics like Python, MySQL, and more. In the data analyst live training sessions, the concepts are properly explained with the use of lectures, case studies, interesting activities, and quizzes that will give practical exposure.

The Learning Path in Data Analyst training is designed for those people who want to make themselves job-ready in the areas of data analysis. This course has a level that is intended for all kinds of beginners and intermediate-level students. All of those enrolled get themselves a chance to work on multiple projects on data analytics in specially designed Express Bootcamps.

The aim of the Data Mining with R Course certification course is to educate students regarding the fundamentals of the R programming language as well as Machine Learning concepts and Data Science topics. The course can be pursued in both ways, virtually and in person. 

The course has flexible deadlines and does not limit the student in any way.  Candidates can complete the Data Mining with R Course certification syllabus within 3 months. The course material includes various projects, case studies, video lectures, and an exam. 

The course neither requires any specific academic eligibility nor professional eligibility so that every interested student can take up the programme and learn from it. The Data Mining with R Course online course provides certification upon the completion of the programme only after achieving passing grades in the exam for certification.

The Express Bootcamp for Data Engineering certification course is a 112 hours online course. Offered by Board Infinity, this course on data engineering will be good for all the candidates in the beginner, and intermediate stages. The classes are offered only online modes with live sessions of training using other means like case studies, different activities, and quizzes. 

The Express Bootcamp for Data Engineering training also offers different Bootcamp sessions for honing the skills in data engineering that can make the students job-ready. The live classes are usually taken care of by the experts in the industry in a span of just a few months. The Bootcamp sessions are designed with the aim of giving hands-on experience in Big Data Hadoop, Python Programming, SQL, and AWS.

In the Analytics Edge online programme, candidates will learn how to use data analytics, and how it can transform a business or an industry. Candidates will learn about various analytical methods. These include linear and logistic regression, text analytics, clustering, trees, visualisation, and optimisation. Candidates will learn how to work with data and build models with the statistical software R. 

Furthermore, the Analytics Edge course by edX, courtesy of MIT, follows the examples of Netflix, Twitter, IBM, Moneyball, e-Harmony, Watson, and the Framingham Heart Study, among others. Candidates will be instructed through short video lectures, usually between four to eight minutes each. 

To evaluate their understanding of the material, candidates will be asked a “quick question” after each video lecture in the edX Analytics Edge programme. Using new examples and data sets, the teaching assistants will go over all the methods discussed. Candidates will also be given a homework assignment each week, wherein they will have to work in LibreOffice and R with various data sets. The final exam will also be similar to the homework assignments.

Introduction to Industry 4.0 and Industrial Internet of Things program is the result of an initiative of the Ministry of Education, Government of India. It is an AICTE approved FDP course that focuses on how industrial processes have changed through the integration of modern technology. These modern technologies include sensors, computational processing, communication, machine learning, the internet of things data analytics, the industrial internet of things, and much more. the Introduction to Industry 4.0 and Industrial Internet of Things certification is designed by IIT Kharagpur, an esteemed institute of education. The educator of the course will be professor Sudhip Mishra, a highly reputed professor with numerous awards. 

Introduction to Industry 4.0 and Industrial Internet of Things is an online course. Participants will be taught the syllabus for a duration of twelve weeks. Along with video lectures, the participants will also have case studies, periodic assignments, and a final exam to help them imbibe maximum information from the course.

The Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning certification is offered by Swayam. The course will provide you with fundamental knowledge about the core concepts of Linear algebra. Linear algebra plays a significant role in a wide range of fields and has multiple applications, including data analysis, wireless communication, machine learning, finance and control, and signal processing. 

The Applied Linear Algebra online programme is approved by AICTE and has been designed as an attempt to teach the cutting edge and diverse applications of linear algebra. If you are from the IT and engineering field, you will be interested in learning about the advanced concepts as they are extremely significant in multiple industries today. Thus, you can increase your knowledge and hiring prospects by enrolling on the course offered by Swayam in association with IIT Kanpur. 

Besides, the Applied Linear Algebra certification will run for 12 weeks for free, and you can earn an e-certificate by taking a proctored exam. The training is a part of IIT Kanpur’s Faculty Development Programme (FDP). Apart from UG and PG students, practising scientists, engineers, and managers from various fields can purse the FDP.

Swayam's Business Statistics course is hugely relevant in this era as statistics play a vital role in the business world, and helps in the quick and accurate decision-making process. To that end, this online course covers descriptive statistics, statistical study, probability, linear regression, and correlation in depth. 

Business Statistics online course is a 12-week online course available at the undergraduate level. By the end of the course, you can become familiar with the concepts of statistics, data collection, and data analysis tools. Additionally, the online course will make you adept at data analysis and interpretation, as well as the concepts of statistics. 

Furthermore, the Business Statistics certification course provides numerous employment opportunities in lucrative roles like data analysts and consultants. This comprehensive programme allows you to hone your decision-making skills in the corporate sector and gives you essential tools essential for data analysis. Take this course to earn a certificate and further your career with a strong professional portfolio.

In recent years, the use of data has increased significantly in the fields of finance, economics, science, and humanities. The Applied Statistics and Econometrics online course offered by Swayam has been carefully curated by the faculty at IIT Kanpur. The program runs for 12 weeks and explores the field of statistics and moves on to the concept of linear regression and causal inference. 

Furthermore, the Applied Statistics and Econometrics certification course will teach you how to perform quantitative analysis of social sciences data. The program is suitable for both undergraduate and postgraduate students, and the curriculum uses examples from various fields of social science that will benefit students from different streams.

The Applied Statistics and Econometrics certification syllabus includes tutorials, regular assignments, and software sessions to help you thoroughly understand the course material. What’s more, you can earn an e-certificate on completion by qualifying in a proctored exam after finishing the program.

A time series refers to an ordered collection of data usually in time, an essential concept in multiple disciplines including engineering, medical, business, economics etc. As a subject, time-series has fascinated data analysts in the field of humanities, medicine, engineering, and climatology, among others. The Applied Time-Series Analysis online course by Swayam is a comprehensive programme offered by IIT Madras. 

The Applied Time-Series Analysis Certification Syllabus will explore topics such as linear random processes, stationarity and ergodicity, parameter estimation methods and more. This is 12 weeks course and is targeted at students and working professionals from related fields. 

The time series concept is foundational for researchers interested in the development of models from simple and multivariate data. The Applied Time-Series Analysis Certification Course is a postgraduate programme and is free to enrol students interested in the subject. After finishing the course, you can earn a certificate by qualifying for the proctored exam.

In the Data Science: Data-Driven Decision Making course, you will engage in practical programming in R language to learn the procedure of harvesting, tidying, and wrangling data. Through the Data Science certificate course, you will also learn how to apply statistical models to simulate complicated functions that solve a wide range of problems.

Moreover, the Data Science course by FutureLearn is offered by Monash University of Melbourne, Australia. In the Data Science: Data-Driven Decision Making certification course , you will learn to establish useful data visualisations for decision-making, and conveying your messages to other people by utilising the grammar of graphics and principles of cognitive perception.

The Data Science: Data-Driven Decision Making microcredential complies with the standards of ‘Common Microcredential Framework’. Thus, you will learn how valuable data is when it becomes the basis to act or make an important decision in the real world. 

Besides, the Data Science: Data-Driven Decision Making online certificate course will inform you about the imperative legal, organisational, and ethical issues of data management and collection as well. 

Traditionally, research has been viewed as a purely academic undertaking, especially in resource-limited healthcare systems. Not all countries can afford clinical trials. As such, the findings and results of studies conducted in the United States and other Western and developed countries are generalised. The Collaborative Data Science for Healthcare course shines a light on why there is a need for localised research. 

The Collaborative Data Science for Healthcare programme aims to position research and data at the centre of all healthcare operations. It is an introduction and a survey of all the data science tools that are used in healthcare. The Collaborative Data Science for Healthcare syllabus includes numerous exercises and hands-on workshops to highlight the significance of a multi-disciplinary approach to data science in healthcare. 

Ideally, clinicians and engineers/computer scientists should take the Collaborative Data Science for Healthcare course together, as a team. This Collaborative Data Science for Healthcare classes on data analysis is brought to you by members of the MIT Critical Data team and is a 12-week long free online course. This self-paced programme can be taken either in the paid mode or in the free audit mode. The paid mode will provide unlimited access to the course as well as a certificate of completion whereas the free audit mode will give access only for a limited duration. 

The Data Science Immersive: Singapore certification programme is designed to equip you with practical data skills. During this online course, you will develop Data Science fluency by working on five projects, including a capstone project. The Data Science Immersive: Singapore classes through live online classes, recorded tutorials, project toolkits, career workshops, networking events and more.

Throughout the Data Science online programme by General Assembly, you will explore vital concepts of Data Analysis, Python, predictive and statistical modelling, etc. Also, you will gather deep knowledge about Machine Learning (ML). The ML portion will make you adept at algorithms with high complexity, random forests, neural networks, decision trees and natural language processing (NLP).

The award-winning Data Science Immersive: Singapore syllabus includes 12 hours of pre-work online tutorials. It also covers a wide range of Data Science topics in five systematically arranged units. This Bootcamp will enable you to study data wrangling for forecasting trends, data visualisation, pattern recognition, etc.