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Top 10 Data Analytics Courses By IIT With Placements

Exploring data analytics courses by IIT is a great idea for many reasons. If you are looking to learn data analytics as a fresher or an experienced professional, there are many online and offline courses out there. But a data analytics course from an IIT can certainly give you an edge because it is likely to be well-designed and do a great job of helping you to learn not just the tools, but also the skills you will need as a data analytics professional.

List of best data analytics courses by IIT

Most IITs have tied up with online learning platforms to offer these courses – this lets you access many additional benefits, such as career support services offered by these platforms. Many IITs such as IIT Kanpur and IIT Roorkee offer data analytics courses. Here’s our full list of top data analytics courses by IIT that you can browse and consider for your data analytics learning.

Top 10 Data Analytics Courses By IIT

1. Professional Certificate Course in Data Analytics – IIT Kanpur

IIT Kanpur’s Electronics and ICT Academy (E&ICT Academy) offers one of the best data analytics courses by IIT, in collaboration with Simplilearn. This course is delivered through live online sessions by distinguished IIT faculty and industry experts.

For practical learning, this course includes lab sessions, capstone projects, 12+ hands-on projects, and hands-on training in 14+ data analytics tools. You will learn many skills in this data analytics training by IIT Kanpur, including data analytics, data visualization, supervised learning, and statistical analysis.

You will also be covering many data analytics tools and technologies such as Excel, Power BI, and Python. To enroll in this program, you must have a bachelor’s degree (minimum of 50% average score). You do not necessarily need prior work experience or a programming background.

You will receive a program completion certificate from E&ICT Academy, IIT Kanpur, and module-wise certifications from Simplilearn.

Here is the syllabus for this course:

  • Induction session
  • Business analytics with Excel
  • SQL
  • Programming foundation and data analytics with Python
  • Data analytics with R
  • Tableau training
  • Capstone project
  • Electives: Data visualization using Power BI, Generative AI, and Data analytics – academic masterclass by IIT Kanpur

Once you complete all the data analytics modules in this course, you can avail of career support services from Simplilearn, including resume-building assistance, career guidance from industry specialists, and mock interviews that focus on helping you clear technical questions.

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2. Certificate in Data Analytics – IIT Guwahati

Duration: 3 months

Delivery mode: Online

If you are looking for basic data analytics courses by IIT, check out IIT Guwahati’s 3-month program. IIT Guwahati offers this basic data analytics certification in collaboration with INSAID.

The faculty includes industry experts from INSAID, Jio, Walmart, and many other companies. In this program, you will attend online classes on the weekend and work on assignments to be completed during the week.

This course offers practical, hands-on learning through 5+ data analytics tools and frameworks (including Python and NumPy) and 20+ business use cases.

In order to be eligible for this data analytics training by IIT Guwahati, you must have a bachelor’s degree (with a final score of more than 50%) and 1+ years of work experience. This course is best suited for engineers, project managers, consultants, teachers, and other IT/non-IT professionals. Professionals who are currently on a career break can also join.

You will receive a program completion certificate from E&ICT Academy, IIT Guwahati.

 
This course is divided into 3 terms. Here is the term-wise syllabus:

Term 1: Data Analysis with Python

Module 1 – Data Science Fundamentals

Module 2 – Recap: Python for data science

Module 3 – Recap: Statistics for data science

Module 4 – Data operations with NumPy

Module 5 – Data manipulation with Pandas

Term 2: Data Visualization Techniques

Module 6 – Introduction to data visualization

Module 7 – Data visualization using Matplotlib

Module 8 – Using Pandas for Rapid Visualization

Module 9 – Seaborn for data visualization

Term 3: EDA & Data Storytelling

Module 10 – Exploratory data analysis (introduction)

Module 11 – EDA framework deep dive

Module 12 – Scientific exploration of industry data – I & II

Module 13 – Student presentations & insight delivery

Once you complete this program, you can avail of 100% placement assistance through INSAID career support services, which include 8 career development sessions, resume preparation, 1:1 career counseling, and mock interviews.

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3. Advanced Certification in Data Analytics – IIT Roorkee

Duration: 7 months

Delivery mode: Online

iHUB IIT Roorkee (an innovation hub of IIT Roorkee) offers an excellent data analytics program through Intellipaat. In this course, you will get to learn from IIT Roorkee faculty and industry experts and enjoy a 2-day campus immersion at IIT Roorkee.

This course is delivered through live sessions and self-paced videos. For practical learning, you will get to work on live projects, industry-grade assignments, case studies, and a capstone project.

You will learn many skills in this program, including prediction algorithms, data visualization, and machine learning. Some of the tools you will be covering include Excel, Power BI, and Python.

You will receive an advanced data analytics certification from iHUB IIT Roorkee and Intellipaat. This data analytics training by IIT Roorkee will also enable you to clear SQL and Power BI certification exams.

The syllabus for this program is as follows:

  • SQL
  • Python
  • Statistics and probability
  • Machine learning
  • Performance metrics
  • Time series forecasting
  • Business problem-solving, insights, and storytelling
  • Data modeling
  • Capstone project
  • Case studies
  • Optional modules: Microsoft Excel, Visualizations using Power BI, and Job readiness

 
Once you enroll, you can access Intellipaat’s peer learning portal, where you can enjoy collaborative learning and take part in hackathons. You can also avail of 24/7 support in case of issues or queries during the program.

On completing this course, you can avail of career support services from Intellipaat, which include career-building sessions, placement opportunities, mock interviews, resume and LinkedIn profile building, and one-on-one interactions with industry mentors.

This course is one of the best data analytics courses by IIT with career support.

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4. PG Certification in Business Data Analytics – IIT Patna

Duration: 6 months

Delivery mode: Online

Looking for post-graduate data analytics courses by IIT? Then do check out this one by IIT Patna. This course is delivered through live, online instructor-led lectures by industry experts and IIT Patna faculty. It also includes a campus immersion.

You will cover exploratory data analysis, regression analysis, big data analysis, and other skills needed to succeed as a data analytics professional. You will also learn to use data analytics tools. For practical exposure, you will be working on case studies.

In order to be eligible for this data analytics training by IIT Patna, you must be a graduate (any discipline) from an AICTE-recognized or UGC-approved university and have at least 1 year of work experience.

Here are the modules covered in this program:

  • Introduction to business data analytics
  • Data management and pre-processing
  • Exploratory data analysis
  • Regression analysis
  • Classification analysis
  • Clustering analysis
  • Time series analysis
  • Big-data analytics
  • Business analytics applications

On completing this program, you will earn a certification and alumni status from IIT Patna. You will also receive interview preparation and profile-building guidance.

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5. Advanced Certification in Data Science and Decision Science – IIT Delhi

Duration: 12 months

Delivery mode: Online

If you are interested in a data science career, IIT Delhi offers a great advanced certification program in data science and decision science. This program is conducted by IIT Delhi’s Continuing Education Programme (CEP).

For practical learning, the course offers case studies, data/mathematical modeling problems, hands-on exercises, lab sessions, and a capstone project. You will be learning the concepts, tools, and skills required in the fields of data science and decision science.

This course gives equal weightage to its data science and decision science verticals. You will have 2 final examinations – one for data science and one for decision science (along with labs, hands-on assignments, a capstone project, and other coursework).

 
Here is the detailed course curriculum:

Data Science

Module I: Enterprise Analytics Systems

Module II: Inferential Analytics

Module III: Predictive analytics and machine learning

Module IV: Cognitive science and big data analytics (including big data applications, Google Analytics, and social media analytics)

Module V: Data science tools (Python and Orange)

Decision Science

Module I: Overview of analytics for business decisions

Module II: Prescriptive Analytics

Module III: Business simulation

Module IV: Descriptive and qualitative data analytics

Module V: Decision science tools and case studies

After completing the program, you will receive a certificate of completion from CEP, IIT Delhi.

6. Advanced Certification in Data Analytics for Business – IIT Madras

Duration: 7 months

Delivery mode: Online

If you are looking for data analytics courses with career support, this is another great option. IIT Madras offers a data analytics course through Intellipaat. This course is run by IITM Pravartak (IIT Madras’ technology innovation hub) and Intellipaat.

You will get to learn from IIT Madras faculty and industry practitioners and experience a campus immersion at the IIT Madras Research Park. This course offers 50+ case studies and industry-relevant projects to help you practice what you learn.

This data analytics training by IIT Madras covers machine learning, prediction algorithms, and other essential skills you will need as a data analyst. The data analytics tools covered here include R, Python, Presto, and KNIME.

Both freshers and working professionals can enroll in this program.

On completing this program, you can earn a certification from IITM Pravartak and Intellipaat.

This program covers the following topics:

  • SQL
  • Python
  • Statistics and probability
  • Machine learning
  • Business problem-solving, insights, and storytelling
  • KNIME
  • Data modeling
  • Spark (self-paced)
  • Capstone project
  • Case studies
  • Optional modules: Microsoft Excel, Data warehousing, Visualizations using Power BI, Job readiness and R

Once you join this program, you will gain access to Intellipaat’s peer learning portal where you can engage in collaborative learning and take part in hackathons. Intellipaat offers 24/7 support in case of issues or queries.

On completing the course, you can also avail of Intellipaat’s career support services, including career-building sessions, mock interviews, resume and LinkedIn profile building, and more.

 

7. Short-Term Courses in Data Analytics – IIT Kharagpur

Duration: 3 days

Delivery: Online

If you are interested in short-term data analytics courses, do check out IIT Kharagpur’s programs and workshops. They recently held a 3-day online course on how to analyze categorical data (Short Term Course on Categorical Data Analysis). Categorical data is data that can be broken up into groups such as age, gender, educational level, and country.

This course included live sessions and hands-on learning through case studies, group discussions, and practice in using statistical tools such as R, SPSS, Minitab, and EViews.

They have held many such workshops in the past on R, Python, supply chain analytics, multivariate data analysis, and other data analytics topics.

If you are interested in short-term data analytics courses like these, do check the “Events” section of the IIT Kharagpur website for updates on upcoming courses.

8. Advanced Certification in Data Analytics – IIT Kanpur

Duration: 180 hours (online learning modes) and 6 months (hybrid learning mode)

Delivery: Choice between online and hybrid (online + offline) learning modes

IIT Kanpur offers an advanced data analytics certification in collaboration with Edvancer. This program is taught by esteemed IIT Kanpur faculty and industry experts from Edvancer.

It offers multiple learning options: live online classes, self-paced learning + faculty support (you can interact with faculty via email, to clear doubts and queries), and hybrid learning (live online classes + offline classes).

For practical exposure, this course offers industry-oriented assignments and projects and hands-on training in data analytics tools. You can use these projects for portfolio building.

You will cover many skills such as statistical modeling and data visualization and work with tools such as R, Python, Tableau, and SQL

This data analytics training by IIT Kanpur is open to graduates and students pursuing graduation from any field. You do not need any prior tech/programming/statistics background.

On completing this program, you will receive a certificate from E&ICT Academy, IIT Kanpur, and Edvancer.

Here is the program curriculum (partial list of topics):

  1. Data analytics in R
  2. Data analysis in SQL (videos only)
  3. Data visualization in Tableau (videos only)
  4. Python for data analytics (videos only)

You can download the full curriculum by entering your details on the Edvancer website.

On completing this program, you will receive 100% placement support from Edvancer, which includes resume-building assistance, forwarding you suitable job opportunities, sending your CV to companies you want to apply to, and scheduling tests and interviews for you with these companies.

 

9. Professional Certificate Program in Business Analytics and Generative AI – IIT Roorkee

Duration: 11 months

Delivery: Online

If you are interested in data analytics courses by IIT covering AI-related tools, be sure to check out this data analytics training by IIT. This program is offered by iHUB IIT Roorkee in collaboration with Simplilearn and IBM.

It is delivered through live online sessions with industry experts and eminent faculty from IITs and NITs. It also includes a 2-day campus immersion program.

You will get to practice working with 10+ data analytics tools and apply your learnings through lab sessions, 25+ industry-relevant projects, and 3 capstone projects.

You will pick up many skills in this program, such as generative AI, prompt engineering, Excel, and SQL. ChatGPT, Dall-E 2, Python, Tableau, and Power BI will be among the data analytics tools and programming languages that you will be covering.

You will get to attend live online classes by experts from IBM and participate in hackathons and “ask-me-anything” sessions conducted by IBM.

In order to be eligible for this program, you must be a graduate with 50% or higher marks. Prior work experience is preferable but optional. Prior tech or coding knowledge is also optional.

Here is the program syllabus:

  • Program induction
  • Business analytics with Excel
  • Database management using SQL
  • Extract, transform, and load (ETL)
  • Tableau for business intelligence
  • Fundamentals of Python programming
  • Business analytics with Python
  • Data analysis and visualization with Python by IBM
  • Generative AI, prompt engineering, and ChatGPT
  • Using generative AI in data analytics
  • Capstone project
  • Electives: Mathematical optimization for business problems by IBM, Power BI, R, and Data Ethics

Once you complete this program, you will earn a program completion certificate from iHUB, IIT Roorkee, and industry-recognized certificates from IBM. You will also receive career support through Simplilearn, including resume-building assistance and a free IIMJobs Pro membership for 6 months.

 

10. Certificate Program in Business Analytics – IIT Bombay

Duration: 30 weeks

Delivery: Online

If you are interested in data analytics courses by IIT for intermediate-level learners, check out this course by IIT Bombay. IIT Bombay offers a certificate program in business analytics in collaboration with upGrad.

This program is delivered in the form of live online sessions by IIT Bombay faculty and industry experts. For practical learning, you will be working on many projects with real-world data in areas such as marketing analytics, financial analytics, operational analytics, and HR analytics.

You will cover machine learning, predictive analytics, and other important skills in this program and work with data analytics tools such as Python, SQL, and Tableau.

In order to be eligible for this program, you must be a graduate/diploma holder from a recognized university. This program is for intermediate-level learners, so you will need to have a prior understanding of basic statistics and basic programming concepts (in any language, preferably Python).

Here is the syllabus for this program:

  • Python crash course
  • Introduction to course
  • Descriptive statistics
  • Prelim stats concepts
  • Exploratory data analysis
  • Statistical inferencing
  • ANOVA and sampling
  • Linear and nonlinear regression
  • Logistic regression
  • Tree models
  • Time series
  • PCA
  • K-Means, K-NN
  • Neural networks
  • Text mining
  • Optimization
  • Simulation
  • Applications I: Business problem solving, big data, marketing analytics
  • Applications II: Operational analytics, financial analytics, HR analytics
  • Project (solve a business problem using analytics in your area of work)

On completing this program, you will earn a completion certificate from IIT Bombay Executive Education.

FAQs

1. What are the benefits of completing data analytics program by IIT?

A data analytics course by an IIT can earn you credibility in the industry, as these institutes are well-known and well-respected for their expertise in this field. Also, the course would have a strong, high-quality, industry-oriented curriculum that keeps up with the latest changes in the field e.g., the increasing use of generative AI and machine learning.

Learning from eminent IIT faculty and industry experts would give you a strong theoretical and practical foundation. Most IITs have tied up with Intellipaat, Simplilearn, and other learning platforms to offer these courses, so you will also benefit from career support, collaborative learning, and other services offered by these platforms.

2. Who can pursue data analytics program by IIT?

Most data analytics courses by IIT are open to everyone. Some courses require 1-2 years of work experience, while others require students to have a background in engineering, mathematics, statistics, or other similar fields. But many courses accept applicants from any background (tech or non-tech), including freshers and experienced professionals from any field. You can easily find the eligibility criteria for a specific program in the program details and decide whether it is right for you.

3. Are these courses online?

Yes, all these data analytics courses are online courses. They are delivered through instructor-led live sessions or a combination of live sessions and self-paced learning. The advanced certification program by IIT Kanpur offers a hybrid learning option that includes both online and offline sessions.

Conclusion

Whether you are a student, fresher, or an experienced professional, we hope our list helps you find data analytics courses by IIT that meet your needs. When you are looking to land your first job in data analytics or upgrade your data analytics skills as an experienced professional, a good data analytics certification adds value to your resume. The practical learning that these courses offer through live projects and capstone projects as well as the hands-on experience you gain in working with data analytics tools will help you in your career.

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