23 Courses and Certifications

Free Data Analysis Courses & Certifications

Data analysis is very important in making effective business decisions and it is one of the trending skills in the job market. Online free data analysis courses will help you explore methods for cleaning, organizing, and presenting data. Around 30 free data analysis courses are offered by top providers like Swayam, Edx and Coursera.  Online free data analyst courses are available for different levels of learners; beginner, intermediate and expert. The duration of free data analysis courses ranges between 2 weeks to 2 months. There are around 8 free courses for beginners, 5 for intermediate and 6 for experts. 

You need to have a certain set of soft and technical skills while joining online data analysis courses like teamwork, observation, data visualization, data cleaning, Python and the like. After free data analysis courses, you can try the job options like Data Analyst, Business Analyst and Data Engineer.
Read more: 10 Best Online Data Analysis Certification Courses

What is the Scope of Data Analysis Certification Courses? 

Data analysis is applied in various industries like business, healthcare and education to know the pulse of customers and take useful actions. So, organisations across industries look for data analysts opening more job opportunities. Some of the top carers in data analysis include: 

Top Providers for Data Analysis Certification Course

Industry experts and academics via top educational providers develop and offer a variety of online free data analysis certifications. But as a learner, make sure you go through all the choices before deciding on these online free data analyst courses. So let’s explore some of the top online data analysis courses offered by top providers.

Top Specialisations for Data Analysis Certification Course

Like data analysis, there are many other popular online courses in top areas. You can check the table below to learn about the online courses in various other top specialisations offered by top providers, their fees, duration and skill levels. 

Career Category
Specialization
Job Role
Skills
Computing for Data Analysis

Offered by

Certificate

Computing for Data Analysis

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.

...Read More
15 Weeks
Free
Skills Covered:
Knowledge of Data mining Machine learning Programming skills Data science knowledge
Data Analysis and Decision Making - I

Offered by

Certificate

Data Analysis and Decision Making – I

The Data Analysis and Decision Making – I certification course offered by Swayam, is the first part of the three-part course (DADM-I, DADM-II, DADM-III). This programme covers Operations research and its tools with applications. For an overview, the Decision analysis and Decision making (DADM) covers three main areas which are: Operations research and its tools with applications, Multivariate statistical analysis with its applications, Other decision-making models like DEA, AHP, ANP, TOPSIS, etc. These 3 part DADM courses would be more application-oriented and practical rather than theoretical in nature. The candidates can expect industry support from the chemical industry, cement industry, steel industry, manufacturing industry, etc.

The Data Analysis and Decision Making – I Training, is an elective type of course. Which has a duration of 12 weeks. The course instructor will be Prof. Raghu Nandan Sengupta from IIT Kanpur. There is an e-certification provided to the participants, which can be accessed after registering and writing a proctored exam conducted by Swayam in person at any of the designated exam centers. This certification is intended for the learners belonging to backgrounds of Masters in Statistics/Mathematics, Masters in Operations Research/Operations Management, Masters in Business Administration, Masters in Economics, Ph.D. in related fields.

...Read More
12 Weeks
Free
Skills Covered:
Operations analysis
Data Analytics with Python

Offered by

Certificate

Data Analytics with Python

Data Analytics with Python certification course includes many compelling examples of how you can analyse data using the Python programming language. This course discusses various data analytics applications in a range of industrial sectors. Moreover, this programme also shows you how you can use data analytics in your life and boost your career opportunities.

One of the Data Analytics with Python programme’s most essential aspects is that you will receive hands-on experience by creating your own analytical models. You can also clear any doubts or engage in academic conversations in the discussion forum, which is available to all the students related to data analytics, and python. This programme involves topics like regression, probability, distributions, hypothesis testing, and many more.

The Data Analytics with Python training is offered by Swayam in partnership with IIT Roorkee. This 12-week programme. You want to showcase your skills and earn new employment opportunities, you can opt for the course completion certificate offered by Swayam.

...Read More
12 Weeks
Free
Skills Covered:
Statistical skills Data science knowledge Knowledge of Python
Data Analysis and Decision Making -II

Offered by

Certificate

Data Analysis & Decision Making - II

Data Analysis & Decision Making - II Certification will cover utility theory, then the concept of multi-criteria decision making, multi-attribute decision making, utility theory, DEA (Data Envelope Analysis), AHP, ANP, and then the concepts of TOPSIS, Elektra, Mac Beth. 

Data Analysis & Decision Making - II Classes include the concepts of different types of metaheuristic techniques, without going into the mathematical details of their algorithms, and solve the problems by giving examples for each of them.

All students get a Data Analysis & Decision Making - II Certification by the Indian Institute of Technology Kanpur (IIT Kanpur) under the Swayam Initiative by the Government of India. 

...Read More
12 Weeks
Free
Skills Covered:
Decision making skills Data science knowledge
Next Generation Sequencing Technologies Data Analysis and Applications

Offered by

Certificate

Next Generation Sequencing Technologies Data Analysis and Applications

The transformative 12-week Next Generation Sequencing Technologies: Data Analysis and Applications certification course explores the groundbreaking impact of NGS technologies on Bioscience, Biotechnology, and Medicine. Participants gain hands-on experience in analyzing genomic and transcriptomic data, focusing on single nucleotide polymorphisms (SNPs), indels, and the complexities of transcriptomic analysis. 

With industry support from genomics companies, the Next Generation Sequencing Technologies: Data Analysis and Applications certification by Swayam caters to students, faculty, and industry professionals, requiring a basic understanding of programming and statistics. Upon completion, participants receive 3 credit points, positioning them for success in the dynamic fields of genomics and computational biology.

Also Read: Online Data Analysis Certification Courses

...Read More
12 Weeks
Free
Enquire

Offered by

Certificate

Data Analysis with R

The Data Analysis with R by Udacity is a free online learning programme offered by Facebook. It focuses on exploratory data analysis. Exploratory data analysis is a method of visualising and summarising the important characteristics in a data set. It is an approach focused on exploring data to understand its underlying variables and structure. 

The course will run for two months and focus on exploratory data analysis. The Data Analysis with R syllabus will include six lessons discussing topics, such as R basics, EDA, exploring one and more variables, price predictions, and more. It has a panel of four instructors, namely Moira Burke, Solomon Messing, Chris Saden, and Dean Eckles.

You will learn from industry professionals who will instruct this intermediate programme. Furthermore, Data Analysis with R is a part of the Data Analyst Nanodegree offered by Udacity. It is an excellent course for anyone preparing to enter the field of data analysis and working towards improving their career prospects.

...Read More
2 Months
Intermediate
Free
Skills Covered:
Visualisation skills Data science knowledge R Programming
Introduction to Uncertainty Analysis and Experimentation

Offered by

Certificate

Introduction to Uncertainty Analysis and Experimentation

The Introduction to Uncertainty Analysis and Experimentation certification course will begin with fundamental subjects on the study of complexity and its applications and offer an outline of exploration. This course would learn from professional engineers, scholars, and engineering students at UG, PG, and Ph.D., from many disciplines. The course is divided into different segments as per the week's scheduled curriculum that will intellectually focus on every particular module and sub-chapter in a more comprehensive manner. 

The Introduction to Uncertainty Analysis and Experimentation training will be given more importance to promote analytical learning in the course. The subjects include the method of experimentation, measurement errors, measurement and outcome uncertainty, the transmission of uncertainty, pre-and post-test uncertainty analysis, set-up configuration uncertainty analysis, and regression and correlation. The approach would adopt the "performance test code" of ASME and the ISO "Guide to the expression of measurement uncertainty." The Introduction to Uncertainty Analysis and Experimentation certification will provide a brief structure of the field and each core segment that is essentially included in the particular major. A selection of practical applications and the use of national and international principles relating to engineering and research and their importance to education will be addressed in the programme.

...Read More
8 Weeks
Free
Skills Covered:
Knowledge of engineering
Certificate

Data Analysis for Biologists

Data analysis is very critical in biology and one of the key skills of biologists for academic research and industry. Data Analysis for Biologists can guide you on the possession of data analysis needed for biology practitioners. The online course is an 8-week long program. Data Analysis for Biologists Certification Course will walk you through the concepts of data analysis and its application in biology as well as the concepts of linear algebra, statistics, and the whatnot. 

Data Analysis for Biologists Certification is offered jointly by Swayam and IIT Guwahati which can be enrolled by the learners without paying any fee. However, the certificate of completion will be provided to those who sat for the exam by paying the fee. The course is meant for undergraduate and postgraduate level learners who are from the background of biology and biotechnology.

...Read More
8 Weeks
Free
Skills Covered:
Data science knowledge
Stochastic Processes Data Analysis and Computer Simulation

Offered by

Certificate

Stochastic Processes: Data Analysis and Computer Simulation

Stochastic motion is the motion of particles like that of ink in water. As opposed to the movement of celestial objects which can be calculated, this motion cannot be predicted. The Stochastic Processes: Data Analysis and Computer Simulation certification course aim to introduce candidates to stochastic processes and how to conduct data analysis on them. 

Students will first learn the fundamental theories governing stochastic processes in the training programme. Then, using Jupyter (iPython) notebook, they will learn how to do numerical simulations and perform them. They will analyse the simulation data as well. The six-week-long  Stochastic Processes online course in Physics is made for students interested in thermal motion and particle motion. 

Faculty from the reputed Kyoto university in Japan teaches this course on Stochastic Processes: Data Analysis and Computer Simulation training by edX. Throughout this course, candidates will acquire knowledge of stochastic processes and programming. This online programme is completely free of cost. edX also offers a verified certificate upon course completion.

...Read More
6 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Python Knowledge of physics
Certificate

Deploying TinyML

The Deploying TinyML Certification Course is an open online course that introduces students to the steps involved in implementing TinyML applications. The course will help students understand the workings of the software along with the right codes required to deploy their tiny microcontroller-based device. It is a specialized course and a mix of computer science and electrical engineering.

The Deploying TinyML Training Course is an intermediate-level course that requires learners to have basic knowledge of the Applications of TinyML and Basic Programming in C/C++. The course taught in a self-paced manner will be beneficial for students who wish to earn a professional certificate in Tiny Machine Learning.

The Deploying TinyML Online Course is taught over 5 weeks with the aid of online course materials. The course is instructed by Vijay Janapa Reddi, Professor at Harvard University and Pete Warden, Technical Lead at Google. After the completion of the online assessment process, students will get access to a certificate in the paid verified mode. In the free audit mode, they can get a limited duration of access to the self-paced course. 

...Read More
5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of deep learning Data science knowledge Machine learning Knowledge of Artificial Intelligence

Offered by

IsraelX , Technion - Israel Institute of Technology via Edx

Offered by

IsraelX , Technion - Israel Institute of Technology via Edx
Certificate

High-Dimensional Data Analysis

The High-Dimensional Data Analysis Certification Course is an advanced-level data science course that deals with the features of data analysis and data interpretation. The course will introduce students to extremely challenging cases relating to data analytics and discuss the usage of high-dimensional data sets.

The High-Dimensional Data Analysis Training Course offered by the edX platform is a self-paced course taught over 4 weeks. The course is delivered through online study materials under the guidance of Rafael Irizarry and Michael Love, professors at Harvard University.

The High-Dimensional Data Analysis Certification Syllabus would be beneficial for students who are planning to expand their knowledge base in topics like data visualization and data analysis of high-throughput data. Students who are interested in gaining knowledge about machine learning and data analytics can opt for the course. EdX provides two options for learners to pursue the self-paced programme, namely, verified and audit tracks. In the verified mode, the learners can get unlimited access to the programme and a certificate of completion. In the free mode, they can audit the course only for a limited duration. 

...Read More
4 Weeks
Expert
Free
Skills Covered:
Data science knowledge Knowledge of Data Visualization Machine learning Analytical skills
Introduction to Data Analysis using Excel

Offered by

Certificate

Introduction to Data Analysis using Excel

4 Weeks
Beginner
Free

Offered by

Davidson College, Davidson via Edx
Certificate

RShiny for Everyone

4 Weeks
Beginner
Free
Data Analysis in Social Science-Assessing Your Knowledge

Offered by

Data Processing and Analysis with Excel

Offered by

RIT via Edx
Certificate

Data Processing and Analysis with Excel

4 Weeks
Intermediate
Free
Certificate

Making Sense of Data in The Media

3 Weeks
Intermediate
Free

Offered by

Leiden University, Leiden via Coursera
Certificate

Population Health: Responsible Data Analysis

3 Weeks
Beginner
Free

Offered by

Google via Edx
Certificate

Advanced Power Searching With Google

2 Weeks
Expert
Free

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