Top 5 Data Analytics Courses At IIT With Placements

by | Nov 2, 2024 | Courses, Data Analytics

In today’s world that thrives over technology, the collection, interpretation, and analysis of data are one of the most valued skills. Data analysis offers insights about the market and the customers which is immensely essential for the growth of a business. Data analytics is basically collecting the data and using it to make informed decisions in favor of growth. So it’s no wonder that data analytics is one of the most valued skills in every business. Read further to learn about the best data analytics courses at IIT. 

List of best data analytics courses at IIT

In simple words, if you are looking at the weather report and analyzing what to wear according to how hot/cold it’ll be, this means that you are collecting the data provided to you, analyzing it, and using it to your advantage. Now data analytics is not a God-given skill, it’s a skill that you can master in no time and become an important part of any data-driven establishment.

Now you must be worried about where to learn these skills from. Fret not! Across India, authentic data analytics courses at IIT are being offered. This article has brought to you the grave details of one of the best data analytics courses at IIT.

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Who should do this course – This course is perfect for early and mid-level professionals who are looking to build skills and careers in business analytics and data monitoring. Individuals who want to improve their skills in the analysis of data and use it in the decision-making of their business.

Individuals who want data-oriented insights and solutions. Indian Institute of Technology is the finest and the best institute for technical learning. Only 0.05% of students get a chance to study at IIT and learn from the professionals at IIT.

Keeping this in mind a few of the IITs across India have introduced a few online courses, where students can take part and learn from experts in the field. One of these is data analytics courses at IIT with sub-skillsets.

Data analytics is a rapidly growing and in-demand skill. Let’s examine these data analytics courses at IIT in detail –

Looking for other best options? Dig in here:

 

Top 5 Data Analytics Courses At IIT With Placements

 

1. Certificate Program in Business Analytics and Optimization – IIT Delhi

According to a study, data, and analytics are important to 94% of enterprises for the growth of their business. It helps in predicting business outcomes and understanding customer behavior and market trends. In today’s world, data is everywhere but not everyone knows how to use it to their advantage and to grow the said audience.

Keeping in mind such a promising trend, the Indian Institute of Technology Delhi has designed a 5-month certificate program in business analytics and optimization to help individuals become professionals and acquire this industry-ready skill.

The students will be awarded a certificate from IIT Delhi on successful completion of the course, scoring at least 50% in each evaluation, and maintaining at least 60% attendance.

Course Duration – 5 Months

Learning Options – Live online classes

Course fee – INR 60,000 + GST

Course Highlights –

  • Learn from India’s top-ranked Institutes of national importance
  • Experience high-impact live online classes and explore real-world case studies
  • Gain insights into the industry from eminent IIT Delhi faculty
  • Participate in one-to-one learning and expand your professional network
  • Receive an IIT Delhi certificate on successful completion of the course.

 

Course Modules –

  1. Foundations of Business Analytics
  • Introduction to Business Analytics
  • Business Analytics for Competitive Advantage
  • Fundamentals in Python, R, MS Excel, Tableau, and SQL
  1. Statistical Analysis for Business Decisions
  • Probability Models
  • Sampling, Hypothesis Testing & Statistical Inference
  • Analysis of Variance
  • Business Applications & Insights
  1. Data Analysis and Visualisation using MS Excel/ R/ Python/ Tableau
  • Descriptive Analytics
  • Building Data Models
  • Spreadsheet Modeling
  • Data Cleaning & Data Handling
  • Generating Insights through Data Visualization
  1. Predictive Analytics for Business
  • Linear & Non-linear Regression
  • Logistic Regression
  • Data Mining for Predictive Analytics
  • Classification and Clustering
  • Time Series and Forecasting
  • Text Analytics

Must Read:

  1. Machine Learning for Managers
  • Supervised & Unsupervised Learning
  • Machine Learning using Neural Networks
  • Random Forests and Decision Trees
  • NLP and its Applications
  1. Prescriptive Analytics
  • Optimization Techniques
  • Linear & Non-linear Programming Models
  • Mixed-Integer Programming (MIP)
  • Simulations
  1. Big Data Analytics for Managers
  • Introduction to Big Data
  • Applications of Big Data Analytics
  • Approaching Issues in Big Data Analytics
  1. Applications and Case Studies
  • Analytics in Market Research & Marketing
  • Analytics in Finance/ HR
  • Supply Chain Management & Analytical Techniques in Operations

Learning Outcomes –

  • Enhance data-driven decision-making ability
  • Recognize and define complex problems of business in terms of analytical representations.
  • Apply suitable analytical approaches to find solutions that attain started business objectives.
  • Interpret and analyze the results of business analytics projects into effective courses of action.
  • Drive business decisions by leveraging descriptive, predictive, and analytics techniques.

ELIGIBILITY

  • Graduates in any discipline (10+2+3)/Diploma holders (10+2+3) from all disciplines can apply
  • A basic understanding of Statistics is preferred

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2. Data Analytics Course – IIT Madras & Intellipaat

To provide high-quality education to everyone, IIT Madras and Intellipaat have launched the advanced certification in data sciences and intelligence where you get a chance to learn from IIT Madras faculty and top industry experts. We will help you master skills like Power BI, Data Wrangling, Data Mining, etc.

Experts create the data analytics courses at IIT Madras from MNCs to polish you and make you a professional in your skill set. Also, the data analytics course includes case studies and real-time projects that are very valuable in the corporate world.

Course Duration – 7 months

Course Fee – 85,044

Mode of Teaching – Live online classes

Course Highlights –

  • 50+ Live sessions in 7 months
  • 218 Hrs Self-paced Video
  • 200 Hrs Project & Exercises
  • The professional faculty will supervise the data analytics courses at IIT Madras Faculty & Industry experts
  • One-on-one sessions with Industry Mentors
  • Resume Preparation and LinkedIn Profile Review
  • 24/7 Support
  • No-cost EMI options

Course Modules –

  1. Preparatory Sessions – Data Transformation using Ms. Excel & Python
  2. Data wrangling with SQL
  3. Presto
  4. Introduction to Data Science & Statistics
  5. Business Problem Solving, Insights, and Storytelling
  6. Optimization Techniques
  7. KNIME
  8. Statistics & Machine Learning using the R Programming
  9. Predictive Modeling
  10. Time-Series Forecasting
  11. Feature Engineering
  12. Advanced Machine Learning Techniques
  13. Data Science Execution Strategy
  14. Business Case Studies
  15. Visualization using Power BI
  16. Data Science Capstone Project

Career Advantages –

  • 55% Average Salary Hike
  • 40LPA Highest Salary
  • 10000+ Career Transitions
  • 300+ Hiring Partners
  • Peer Learning

Career Services –

  1. Job Assistance
  • Placement Assistance
  • Exclusive access to the Intellipaat Job portal
  1. Interview Preparation
  • 1 on 1 Career Mentoring Sessions
  • Mock Interview Preparation
  1. Profile Building
  • Career Oriented Sessions
  • Resume & LinkedIn Profile Building

Eligibility Criteria:

The age or academic background of the student doesn’t matter, anyone who has completed Class 12 or the equivalent is eligible to apply for this course.

Applicants can be from any group, stream, or board as long as they have passed the class 12 exam. After passing Class 12, those who meet the requirements can enroll in the program.

Contact –

 IND: +91-7022374614

US: 1-800-216-8930 (Toll-Free)

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3. Advance Certification in Data Analytics – E&ICT Academy, IIT Kanpur

The advanced certification of data analytics courses at IIT Kanpur is strongly recommended for those looking for high-end career growth in data analytics. The program is a perfect blend of case studies, theory, and extensive hands-on practice. The program contains academic rigor and significant industry exposure for practical understanding and helps you concur the highly advanced conceptual skillsets and knowledge which is not matched by any other such programs.

It is designed in a way that no matter from which academic background the graduates are i.e. programming or non-programming, they will be given extensive data analytics education.  The data analytics courses at IIT Kanpur are one of the best in the field out there.

Course duration – 180 hours of learning, projects, and assignments

Mode of teaching – a) Live online classes b) Self-paced + faculty support

Course fee – a) Online classes: 83,9000 + GST b) self-paced: 55,990 + GST

Course Highlights –

  • Receive a certificate from IIT Kanpur and E&ICT Academy on the successful completion of the course.
  • Full 180 hours of learning with live online classes or videos plus doubt-clearing sessions
  • 100% placement assistance
  • Hands-on learning with 70% practical content
  • 7 Industry projects all from different domains
  • Highly qualified professionals from IIT Kanpur and the industry
  • Additional weekend classes by industry experts

Course Modules –

  1. Data Analytics in R
  • Introduction to Analytics
  • Fundamentals of R
  • Basic Statistics in R
  • Data Cleaning & Visualization in R
  • Linear Regression in R
  • Logistic Regression in R
  • Segmentation for marketing analytics in R
  • Time series forecasting in R
  • Decision Trees in R
  • Random Forest & XGBoost in R
  • Solving business problems through analytics
  1. Data Visualization in Tableau (Videos Only)
  • Introduction to BI, Visualization & Tableau
  • Connecting Data Sources
  • Tableau Generated Fields
  • Data Manipulation & Customization
  • Using Parameters & adding statistics
  • Geographical Analysis & Maps
  • Creating visualizations, dashboards & stories
  1. Data Analysis in SQL (Videos only)
  • Introduction to SQL
  • SQL data types & operators
  • Useful operations in SQL
  • Aggregating Data in SQL
  • Functions and sub-queries in SQL
  • DML and DDL statements in SQL
  • Joins and views in SQL


Career Advantages –

  1. Become a certified data analytics expert from E&ICT Academy and IIT Kanpur, one of India’s top-rank institutes.
  2. Learn core and highly in-demand skills in errors of data analytics, statistical modeling, and data visualization in R, Tableau & SQL.
  3. Create your portfolio to establish your credibility and attract recruiters.
  4. The projects done by you will be showcased on your CV at the end of the course to industry stalwarts.
  5. Gain hands-on knowledge through the real-time problem-solving-based approach of the course.

Contact –

Phone – +91 8080928948

Email Address –  ict_mlai@iitk.ac.in

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4. Certificate Program In Data Analytics – IIT Roorkee

Their data analytics courses are one of the best out there. Indian Institute of Technology, Roorkee offers 134 online courses. The 24-weekend certificate data analytics course is offered jointly by two institutions, IIT Roorkee and Times Pro. Data is all around us but not everyone knows how to analyze and access it.

While the data analytics skill is not only much in demand by different businesses but it can also help you grow your value as a professional through the different underlying skillsets in data analytics courses. The students will be trained not only theoretically but also with practical and hands-on knowledge including field projects under professional supervision.

The knowledge will train the students to apply different skills to using analytical tools. This data analytics program will help the students to transition their careers for better prospects in the future by teaching them how to use the raw and unearthed data to their advantage to grow their business.

Course duration – 6 months/ 24 weekends

Mode of teaching – Online

Course fee – Rs. 1,00,000 + GST of 18% (in installments)

Course Highlights –

  • The program is 100% online
  • 80 hours of online live classes and 70 hours of assessments and capstones
  • The certificate will be provided on completion of the course
  • 360 support regarding placement will be provided
  • Hands-on learning with assessments
  • 1 capstone project
  • The classes will be taken by professionals from IIT
  • Practical teaching on tools like Microsoft Excel and more will be provided

Class Modules –

  1. Introduction to Business Analytics
  • Formulating Analytical Solutions and Understanding Business Problems
  • Technologies and Tools for Business Analytics
  • Spreadsheet Modeling
  1. Data Analysis Foundations in R
  • Types of Data
  • Different Sources of Data
  • Data Collection
  • Fundamentals on R
  1. Data Visualization in R and Exploratory Data Analysis
  • Descriptive Statistics
  • Building Hypothesis for Business Problems
  • Hypothesis Testing
  • Pareto Analysis
  • Storytelling with Data
  • Data Visualization using GGPLOT
  • Visualization and Text Analytics
  1. Predictive Analytics in R
  • Regression
  • Classification
  • Forecasting
  • Clustering
  • Time Series Forecasting
  1. Optimization Techniques
  • Integer and Linear Optimisation
  • Sensitivity Analysis
  • Network Optimisation
  1. Capstone Project
  2. Assessment

Eligibility Criteria –

  • Educational Qualification – Student should at least have a bachelor’s degree with a minimum aggregate of 50%
  • Work experience – An experience of at least 12 months in the data analytics field or its sub-roles

Skills you’ll learn –

  • Business analytics knowledge
  • R Programming
  • Knowledge of Data Visualization
  • Knowledge of Excel
  • The data analytics courses at IIT Roorkee will provide you with the learning of different concepts like –
  • Use of data mining for data analysis and statistical techniques to understand the business process.
  • Analyzing the customer’s requirements using data analysis
  • Understanding concepts of human resource management, supply chain management, and finance.

Contact details –

Ph: 1800 120 2020 (Toll-Free)

Email ID: contactus@timespro.com

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5. Executive Post Graduate Program in Data Science- IIT Bangalore

IIT Bangalore’s executive PG Programme in Data Science will give an immense understanding of data analytics platforms and tools, techniques, and matrices. The program is for professionals from marketing, sales, business, or entrepreneurs who wish to expand their sales and business insights.

Start your journey to a bright future with India’s no. 1 online data science program. The program is equivalent to and as good as a 1-year PG diploma in Canada.

IIT Bangalore is India’s #1 Technical Private University and is ready to convert you into an expert in the data science field, so get ready to give value to your business and expand your field of knowledge for a more fruitful result. These data science and data analytics courses at IIT Bangalore can prove to be very advantageous in your line of career.

Course duration – 12 Months

Mode of teaching – Online

Course fee – INR 6,736/month

Course Highlights –

  • Complimentary Python Programming Bootcamp
  • Designed for Working Professionals
  • IIT Bangalore Alumni Status
  • 14+ Programming Tools & Languages and 60+ Industry Projects
  • These data science and data analytics courses at IIT Bangalore are equivalent to NSQF level 8
  • Student support will be available all 7 days a week, 24/7.
  • Exclusive Job Opportunities Portal
  • High-Performance Coaching (1:1) and Career mentorship Sessions (1:1)
  • Just-in-Time Interviews and Personalised Industry Sessions
  • AI-Powered Profile Builder
  • Career Bootcamp
  • No-Cost EMI Option
  • Daily Doubt Resolution Support and Career Essential Soft Skills Program

Course Modules –

  1. Pre-program Preparatory Content
  • Data Analysis in Excel
  • Analytics Problem Solving
  1. Data Toolkit (12 weeks: 2 Assignments)
  • Introduction to Python
  • Programming in Python
  • Python for Data Science
  • Data Visualization in Python
  • Exploratory Data Analysis
  • Credit EDA Case Study
  • Inferential Statistics
  • Hypothesis Testing
  • Data Analysis using SQL
  • Advanced SQL & Best Practices
  • SQL Assignment: RSVP Movies
  1. Machine Learning (10 weeks: 3 Assignments)
  • Linear Regression
  • Linear Regression Assignment
  • Logistic Regression
  • Classification using Decision Trees
  • Basics of NLP and Text Mining
  • Unsupervised Learning: Clustering
  • Business Problem-Solving
  • Clustering Assignment (Optional)
  • Case Study: Lead Scoring
  1. Deep Learning (specialization) (22 weeks: 4 Assignments)
  • Tree Models
  • Model Selection & General ML Techniques
  • Bagging and Boosting
  • Advanced Regression
  • Advanced Regression Assignment
  • Principal Component Analysis
  • Time Series Analysis
  • Telecom Churn Case Study
  • Introduction to Neural Networks
  • CNN Assignment
  • Recurrent Neural Networks
  • Gesture Recognition
  • Capstone Project
  1. Natural Language Processing (22 weeks: 4 Assignments)
  • Linear Regression
  • Bagging & Random Forest
  • Boosting
  • Model Selection & General ML Techniques
  • Principal Component Analysis
  • Advanced Regression
  • Advanced ML Case Study
  • Time Series Forecasting
  • Neural Nets for NLP
  • Syntactic Processing
  • Syntactic Processing Assignment
  • Semantic Processing
  • Applied DL in NLP
  • Case Study: Automatic Ticket Classification
  • Capstone Project

 

  1. Business Analytics (specialization) (22 weeks: 9 Assignments)
  • Visualization using Tableau
  • Advanced Excel
  • Visualization using PowerBI
  • Structured Problem Solving using Frameworks
  • Data Storytelling
  • Airbnb Case Study
  • Bagging & Random Forest
  • Model Selection & General ML Techniques
  • Time Series Forecasting
  • Model Selection Case Study
  • Operations Research in Excel
  • Data Architecture
  • Data Strategy
  • Business Case Study
  • Capstone Project
  1. Data Analytics / Business Intelligence (22 weeks: 9 Assignments)
  • Visualization using Tableau
  • Advanced Excel
  • Visualization using PowerBI
  • Structured Problem Solving using Frameworks
  • Data Storytelling
  • Airbnb Case Study
  • Data Modeling
  • Advanced SQL and Best Practices
  • Introduction to Big Data and Cloud
  • Analytics using Spark
  • Big Data Case Study
  • Data Structures
  • Searching and Sorting
  • Algorithm Analysis + Recursion
  • Advanced Database Programming using Pandas
  • Python & SQL Lab
  • Capstone Project
  1. Data Engineering (22 weeks: 11 Assignments)
  • Data Management and Relational Database Modeling
  • Introduction to Big Data(Optional)
  • Introduction to Cloud and AWS Setup
  • Introduction to Hadoop and MapReduce Programming
  • Assignment (Optional)
  • Data Warehousing (Optional)
  • Map Reduce Programming Assignment
  • Hive & Querying
  • Amazon Redshift
  • Introduction to Apache Spark
  • Project: ETL Data Pipeline
  • AWS Cloud Infrastructure (Optional)
  • Optimizing Spark for Large-Scale Data Processing
  • Apache Flink
  • Real-Time Data Streaming with Apache Kafka
  • Real-Time Data Processing using Spark Streaming
  • Building Automated Data Pipelines with Airflow
  • Analytics using PySpark
  • Project: Real-time data processing
  • Capstone Project

Course Advantages –

  1. Learning Support –
  • Students will be provided with interactive live sessions with experts from the industry thoroughly covering every topic.
  • Customized industry-based learning
  • Students will be divided into small groups of 10-15 people for personalized industry sessions.
  1. Career Assistance
  • The mentors will be experts from the industry and receive personalized feedback.
  • After the program get a dedicated career coach to track your career goals and profile building.
  • Career boot camps to boost your technical concepts and improve your soft skills

 

  1. Practical learning and networking
  • Live discussion with one-to-one doubt-clearing sessions
  • Weekly doubt-clearing session (real-time)
  • Lab walk-through of projects
  1. Job Opportunities
  • The virtual hiring guide gives you the opportunity to interview with UpGrad’s 300+ hiring partners
  • Opportunities with companies that are the best match for you.
  • Gain an edge in the application process
  1. 57% hike in Average Salary Hike
  2. ₹1.23 Cr Highest Salary Offered
  3. 500+ Career Transitions
  4. 300+ Hiring Partners

Course Eligibility –

Bachelor’s degree with 50% mandatory passing marks with no coding experience required

Contact Details –

For Indian Nationals: 18002102020

For Foreign Nationals: +918045604032

Email: admissions@upgrad.com

 

FAQs

Q1) How to become a data analyst at IIT Madras?

To become a data analyst at IIT Madras, you have to opt for the Data analytics course at IIT Madras jointly offered by Intellipaat. You’ll find the details of the course in the article. The eligibility for enrolling in the data analytics courses at IIT Madras is that you should’ve passed the class 12th examinations. The student can be from any board, background, and subject.

Q2) What is a data analytics online course?

Data Analytics course is an online course where you’ll learn how to analyze, interpret and use raw data to your advantage. There are many data analytics courses at IIT and other institutions where students with no prior experience in the field while some courses demand some prior experience in the field. This course is highly in demand by the business.

Q3) Why should you study data analytics at IIT?

Indian Institute of Technology (IIT) is India’s No.1 technical institution and the courses offered here are all high-end courses with high returns. Data Analytics is a course where you’ll learn to manage, analyze, and interpret data with the use of different tools. The data analytics courses at IIT are one of the best because you get a chance to learn from the experts at IIT with 27/7 support throughout the duration of the program and profile building.

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