List of best data analytics courses at IIT

Top 5 Data Analytics Courses at IIT With Placement Assistance

November 2, 2024 Mamuni Swain

Data Analytics in Professional Certificate Course incorporates an extensive scope of essential topics, including data research and apprehension, demographic analysis, data gathering methodology, anticipating modeling, and data-controlled decision-making. Further Data Analytics transforms raw data into serviceable awareness. It incorporates a scope of technologies, tools, and procedures used to discover styles and clear up difficulties by the use of data. Data analytics can contour business procedures, enlighten decision-making, and encourage business development. This article is a complete guide to the best data analytics courses at IIT. If you are looking for the best options, read the full guide.

Nowadays, our planet succeeds in mechanism and innovation, and data exposition, gathering, and exploration are some of our esteemed skills. The most important requirement for developing a merchandising method is related to the business market and the consumers of Data analysis. It is primarily accumulating the data and utilizing it to create knowledgeable resolutions in favor of the development. So undoubtedly, Data analytics is one of the most esteemed skills in most businesses.

Further, we can check out further to master the best data analytics courses at IIT.

In easy terms, if one is taking a look at the atmospheric conditions and researching and analyzing what type of clothes to put on depending on how the climate will be, that means you are accumulating the data given to you, studying it, and utilizing the same for your advantage. But data analytics is not a boon given by the Lord, It’s a kind of skill which you can become a genius in a flash and you can become a salient part of any data-driven initiation.

It must be a challenge for you as to where would you learn and master these skills. Nothing to be worried about! Data analytics courses at IIT are being provided throughout India. You can find the details about the finest data analytics courses at IIT in this article.

Eligibility for this course:–

This course is appropriate for people who are looking for a fantastic skill and career opportunity in business analytics and data monitoring. A person who wishes to enhance their skills in data analysis and utilize it in the establishment of their business.
This course is appropriate for people who are initial and middle-level professional workers, and those who believe in creating a professional career in data monitoring and business analytics. People who wish to develop their expertise in data analysis and utilize the same in the decision-making of their line of work.

Indian Institute of Technology is one of the best and most splendid institutions for technical training and learning for people who desire data-oriented awareness and infusion. Just a minimal percentage of students get an opportunity to learn at IIT and to get trained by the particular professionals at IIT.

Considering the same, a small number of the IITs throughout India have initiated a minimal number of online courses, which will help and support the students and they can participate and study from the maestros in the same sector. So data analytics courses at IIT are one of the same with alternate skill sets. So the Data analytics course is a swiftly developing and highly demanding skill.

Let’s investigate the list of data analytics courses at IIT specifically-

1. Certification Program in Optimization and Business Analytics- IIT Delhi

As per the research, analytics and data are essential to 94% of ventures for the development of their business. It enhances the foretelling of the business end result and interpretation of consumers’ actions and the business market. These days, data is quite popular but the sad part is every individual is unaware of the utilization which can be an advantage in the development of the said spectators.

Having said that, it is such a favorable direction, that a 5-month certification program in optimization and business analytics has been originated by the Indian Institute of Technology Delhi to support every individual to become a master and gain this production-prepared quality.

Any student gaining a minimum of 50% in each assessment and getting a minimum of 60% presence, and on successful accomplishment of the syllabus, will be felicitated a certification from IIT Delhi.

Course Duration- 5 Months

Learning Options- Live online training sessions

Course fee- INR 60,000 + GST (Candidates can select a particular corporate admission pricing scheme that contributes up to a 10% discounted offer if any individual registers in the course with colleagues.

Course Highlights–

Be a part of energetic and enthusiastic online training sessions and inspect real-world case studies
Study from India’s high-ranked Institutions of national significance
Acquire knowledge about the diligence from illustrious faculty from IIT Delhi
Take part in exclusive learning and spread your executive network
Get felicitated with an IIT Delhi certificate after completing the course gainfully.

Course Modules –

Business Analytics Foundation

Origination to Business Analytics
Competitive Benefit in Business Analytics
Elementals in MS Excel, Python, SQL, and Tableau

Business Decisions in Statistical Analysis

Variance Analysis
Insights and Applications in Business
Probability representation
Statistical Reasoning, Sampling, and Hypothesis Testing

Data Visualisation and Analysis with the help of Python, R, Tableau, and MS Excel

Producing Insights via Data Visualization
Customizing Spreadsheet
Illustrative Analytics
Data Cleansing and Data Handling
Constructing Data Models

Anticipating Analytics for Business

Foretelling Analytics in Data Mining
Linear and Non-linear Reversion
Logistic Reversion
Content Analytics
Categorization and Grouping
Estimation and Time Series

Instrument Studying for Managers

Machine Studying with the help of Neural Networks
Studying with Supervision and Un-supervision
NLP and the Applications
Resolution Tress and Unknown Forests

Arbitrary Analytics

Mixed-Integer Programming (MIP)
Linear and Non-linear Organizing Models
Miniatures
Development Techniques

Large Data Analytics for Supervisors

Large Data Analytics Applications
Proceeding towards Issues in Large Data Analytics
Commencement to Large Data

Case Studies and Applications

Data Analysis in HR/Finance
Analytical Techniques in Operations and Supply Chain Management
Data Analysis in Marketing and Market Research

End Result of Learning-

Increase the ability of data-driven decision-making
Use acceptable analytical approaches for the positive outcomes that achieve initiating business objectives.
With the help of predictive, descriptive, and analytical techniques, business decisions can be driven
Acknowledge and describe difficult problems of business with regard to analytical representation
Explicate and examine the outcome of business analytics projects into successful courses of action

ELIGIBILITY

Graduate Degree holders in any discipline(BA/BSc/BA/B.Com)/Diploma holders (10/+2/+3) from any specialty can apply
A primary mastery of Statistics is preferred

2. Data Analytics Course-IIT Madras & Intellipaat

To contribute excellent coaching to every individual, IIT Madras, and Intellipaat have initiated the developed certification course in data intelligence and sciences, where you get an opportunity to study from IIT Madras expert trainers and from the top industry specialists. You will get enough support to become an expert in skills such as Data Wrangling, Power BI, Data Mining, and so on.

Specialists generate the data analytics courses at IIT Madras from the MNCs to brighten you and help you become a professional worker in a particular skill set. And also, real-time projects and case studies that are really profitable in the collaborative world are also constituted in the data analytics course curriculum.

Course Duration- 7 months

Course Fee- 85,044

Mode of Teaching- Live online sessions

Course Highlights-

Self-clipped video for 218 hours
Assignment and practice chapters for 200 hours
Live sessions of 50+ in 7 months
Data analytics courses at IIT Madras will be supervised by experienced trainers and management advisors
Through-the-clock support
Management Mentors will conduct One-two-One sessions
Support in preparing the Resume and Review of the LinkedIn Profile
Without cost EMI offers

Course Modules-

Preliminary Sessions- Data Revolution with the help of Python & MS Excel
Presto
Data Hassle with SQL
Initiation to Statistics & Data Science
Expansion Techniques
Business Vision, Narrative, and, Problem Solving
Anticipating Modelling
KNIME
Machine and Statistics training with the help of R Programming
Engineering Aspect
Generation-Series Forecasting
Progressive Techniques of Machine Learning
Case Studies of Trading
Execution Strategy of Data Science
Data Science Capstone Project
Visualization with the help of Power BI

Career Improvement-

Moderate Salary Hike of 55%
Highest Salary – 40LPA
Employing Partners-300+
Associate Learning
Career Progression-1000+

Career Initiation-

Cooperation for Job Opportunity

Employment Support
Privileged approach to the Intellipaat Job opening

Support for Interview Preparation

1 to 1 Discussions about Career Coaching
Simulated Interview Preparedness

Preparing Portfolio

Balanced Career Training Sessions
LinkedIn Profile & Resume Preparation

Eligibility Requirement:

The scholarly or age of the student is of no issue, an individual with completion of Class 12 or proportionate qualifies to be a part of this course.

Candidates can belong to any board, group, and stream in consideration of completion of class 12 exam. Those who accommodate and meet the exigencies, post-completion of Class 12 can register for the program.

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

The upgraded certification of data analytics courses at IIT Kanpur is firmly endorsed for individuals interested in top-notch career advancement in data analytics. The curriculum is an impeccable fusion of theory, case studies, and first-hand methods.

This program includes intellectual accuracy and compelling corporation publicity for factual understanding and supports you to coincide the top-class progressive theoretical skillsets and expertise that cannot be coordinated by other diverse programs.

It is directed in such a manner that it doesn’t matter, which intellectual qualification the students have, that is non-programming or programming, they will be provided with comprehensive data analytics training. The data analytics courses at IIT Kanpur are perfect in their field amongst others.

Duration of the Course- Program, assignments, and studying for 180 hours

Teaching Mode- i) Live online sessions ii) Self-measured with the help of faculty

Fees for the Course- i) Online sessions: 83,9000 + GST ii) Self –measured: 55,990 + GST

Features of the Course-

Gain certification from IIT Kanpur and ICT&E Academy for successful accomplishment of the program
Placement Assurance – 100%
Complete 180 hours of studying along with live online sessions or video clips to clarify the doubts
7 types of Business projects from various domains
First-hand studying along with 70% practical content
Added advantage of weekend sessions by the business experts
Extremely talented and qualified expert faculties from IIT Kanpur and the particular industry

Course Syllabus-

R- Data Analytics

Analytics Introduction
Fundamentals of R
Visualization in R and Data Cleaning
Basic Statistics in R
Logistics Regression in R
Linear Regression in R
Time series forecasting in R
Segmentation for marketing analytics in R
XGBoost and Random Forest in R
Decision Trees in R
Solving business problems through analytics

Data Visualization in Tableau (Videos Only)

Introduction to Visualization, Tableau & BI
Generated Fields by Tableau
Data Sources Connecting
Adding statistics and using Parameters
Data Customization and Data Manipulation
Creating dashboards, stories, and visualizations
Geographical Maps and Analysis

Data Analysis in SQL (Videos only)

Introduction to SQL
Useful operations in SQL
SQL operators and data types
Sub-queries and functions in SQL
Aggregating Data in SQL
DDL and DML statements in SQL
Views and joins in SQL

Career Recognition-

Grow into an authorized data analytics skilled from IIT Kanpur and E&ICT Academy, one of India’s elevated institutes.
Study bottom line and eminently in profit-making skills in errors of data analytics, data visualization in R, and statistical modeling, SQL, and Tableau.
The assignments and projects done by the individuals will be demonstrated on their CV at the course completion to industry followers.
Build your portfolio to settle your trustworthiness and captivate recruiters.
Achieve first-hand awareness via real-time problem-solving-based access to the syllabus.

4. Certification Program In Data Analytics-IIT Roorkee

Data analytics courses are one of the outstanding courses there. Indian Institute of Technology, Roorkee provides 134 online courses. The two institutions Times Pro and IIT Roorkee, combined provide the 24-weekend certification of data analytics course. We are surrounded by data but, nobody has knowledge of the utilization and access of the same.

Although the skill of data analytics skill is not much in demand by various businesses, it can support you in increasing your professional level via the various elemental skills in data analytics courses at IIT as well. The training for the students will not only be theoretical but will also include practical and first-hand ability along with field projects beneath experienced guidance.

The education will train the students close to accepting and adopting various skills to apply analytical tools. The data analytics program will support the students to changeover their careers for improved outlooks eventually by guiding them as to how to utilize the basic and exposed data for their benefit to expand their business.

Course Period- 24 weekends/6 months

Teaching Mode- Via Online

Fees for Course- Rs.1,00,000 + 18% GST (In easy EMI’s)

Highlights of the Course-

100% Online Program
70 hours of assessments and capstones and 80 hours of online live sessions
Certification will be given on the successful completion of the course
First-hand studying along with assessments
360 help about job placements will be given
1 capstone project
Practical training on tools such as Microsoft Excel etc. will be given
The training sessions will be conducted by industry experts from IIT

Class Syllabus-

Introduction to Business Analytics

Tools and Technologies for Business Analytics
Modeling of the Spreadsheet
Preparing Analytical Solutions and Considerate Trade Problems

Data Analytics Foundations in R

Varieties of Data
Collection of Data
Various Sources of Data
Fundamentals of R

Exploratory Data Analysis and Data Visualization in R

Constructing Assumptions for Business Issues
Descriptive Statistics
Pareto Reasoning
Hypothesis Measurement
Data Resolution with the help of GGPLOT
Text Analytics and Visualization
Storytelling with the help of Data

Anticipating Analytics in R

Arrangement
Regression
Clustering
Forecasting of Time Series
Forecasting

Optimization Performance

Network Optimization
Integer and Linear Optimization
Sensitivity Analysis

Capstone Project
Assessment

Eligibility Requirement-

Academic Requirement- A student must at least hold a bachelor’s degree certificate with a minimal accumulative score of 50%
Experience in work- A minimum experience of 12 months in data analytics field or its equivalent roles

Skills you will master-

R Programming
Intelligence in Business Analytics
Gain expertise in Data Visualization
Gain expertise in Excel
The data analytics courses at IIT Roorkee will bring you various learning of multiple concepts such as
Studying the customer’s exigencies with the help of data analysis
Determining and understanding the concepts of human resource management, finance, and supply chain management
Utilization of data mining for statistical techniques and data analysis to interpret the business process.

Recommended Reads:

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

The IIT Bangalore’s managerial PG Programme in Data Science will provide an immeasurable compassion for data analytics podiums and appliances, techniques and, matrices. This curriculum is for marketing professionals, business, sales, or administrators who aspire to spread their business and sales insights.

Begin your progress to a shining future with India’s top-ranking online data science program. This program is comparable to and as perfect as a 1-year PG diploma in Canada.

Executive Post Graduate Program in Data Science-IIT Bangalore is India’s top-ranking Technical Exclusive University and qualified to convert an individual into an industry expert in the data science field, so pull up your socks to add value to your business and get a chance to expand your knowledge in the particular field for a much worthwhile outcome.

These data science courses and data analytics courses at IIT Bangalore can prove to be really beneficial in your channel of professional career.

Course period- 12 Months

Teaching Mode- Online sessions

Course fees- INR 6,736/month

Course Features-

Designed for Working Professionals
Complimentary Python Programming Boot camp
60+ Industry Projects and 14+ Programming Tools & Languages
IIT Bangalore Alumni Status
Support for the students will be accessible for the entire week, 24/7
The above-mentioned data science courses and data analytics courses at IIT Bangalore are proportionate to NSQF level 8
Exclusionary Job Offers Portal
Support and help for the students is convenient every 7 days a week, 24/7.
High-level training (1:1) and guidance and Career consulting Sessions (1:1) are available
Recruit training facility for Career
Personalized Business Marketing Sessions Just-in-time Consultation and Interview Sessions
AI-Mechanized Profile Creator
Zero-cost EMI Option is available
Periodic Doubt Clarifying Help and Career-based Crucial Soft Skills Sessions

Course Syllabus-

Pre-program Preliminary Content

Data Reasoning in Excel
Analytics Problem Curative

Toolkit for Data (2 Assignments: 12 weeks)

Introduction to Python
Data Science in Python
Python Programming
Data Analysis Exploratory
Python for Data Visualization
Inferential Statistics
Case Study Credit EDA
Data Analysis utilizing SQL’s help
Testing Hypothesis
Assignment for SQL: RSVP Movies
Progressive SQL and Best Practices

Learning about Machines (3 Assignments: 10 weeks)

Assignment for Linear Regression
Linear Regression
Distribution with the help of Decision Trees
Logistics Regression
Clustering: Unsupervised Learning
Basics of Text Mining and NLP
Clustering Assignment ( Non-compulsory)
Business Problem-Solving
Lead Scoring: Case Study

Deep Learning (Specialization) (4 Assignments: 22 weeks)

General ML Techniques and Model Selection
Tree Models
Progressive Regression Assignment
Progressive Regression
Boosting and Bagging
Analysis of Time Series
Prominent Component Analysis
Neural Networks Introduction
Case Study of Telecom Churn
Assignment for CNN
Periodic Neural Networks
Capstone Project
Awareness of Gesture

Legitimate Language Clarification 4 Assignments: 22 weeks)

Random Forest and Bagging
Continuous Regression
General ML Techniques and Model Selection
Boosting
Prominent Component Analysis
Progressive ML Case Study
Progressive Regression
Forecasting for Time Series
Syntactic Processing
NLP of Neural Nets
Semantic Processing
Syntactic Processing Assignment
Capstone Project
Automatic Ticket Classification: Case Study
Applied DL in NLP

Business Analytics (Specialization) (9 Assignments: 22weeks)

Progressive Excel
Visualization with the help of Tableau
Organized Problem Solving with the help of Frameworks
Visualization with the help of PowerBI
Airbnb Case Study
Data Storytelling
General ML Techniques and Model Selection
Random Forest and Bagging
Case Study for Model Selection
Forecasting of Time Series
Data Architecture
Operations Research in Excel
Business Case Study
Data Strategy
Capstone Project

Business Intelligence/Data Analytics (9 Assignments: 22 weeks)

Visualization with the help of Tableau
Visualization with the help of PowerBI
Progressive Excel
Airbnb Case Study
Organized Problem Solving with the help of Frameworks
Data Storytelling
Data Modeling
Introduction to Big Data and Cloud
Organized SQL and Best Practices
Case Study of Big Data
Analytics with the help of Spark
Sorting and Searching
Recursion + Algorithm Analysis
Data Planning
SQL Lab and Python
Advanced Database Programming with the help of Pandas
Capstone Project

Data Engineering (11 Assignments: 22 weeks)

Introduction to Big Data (Optional)
Relational Database Modeling and Data Management
Establishment to Map Curtail Programming and Hadoop
Establishment of AWS Setup and Cloud
Data Warehousing (Optional)
Assignment (Optional)
Querying and Hive
Map lessen Programming Assignment
Introduction to Apache Spark
Amazon Redshift
AWS Cloud Infrastructure (Optional)
Project: ETL Data Pipeline
Apache Flink
Optimizing Spark for Large-Scale Data Processing
Real-Time Data Processing with the help of Spark Streaming
Real-Time Data Streaming with Apache Kafka
Analytics with the help of PySpark
Construction Automated Data Pipelines with Airflow
Capstone Project
Project: Real-time data processing

Benefits of Course-

Support for Learning-

Personalized Industry-based studying
The students will be provided reciprocal live sessions with the industry experts efficiently completing each topic.
The students will be distributed in limited groups of 10-15 people for customized industry sessions.

Career Help

For the profile creation, a committed coach to track your career goals after the program completion
For the improvement of your soft skills and to boost your technical concepts, career boot camps are established
The mentors are industry experts and will receive personalized feedback.

Practical networking and learning

Doubt-clarifying session (real-time) will be held weekly
Live analysis along with one-to-one doubt clarifying sessions
Laboratory walk-through of projects

Job Offers

Opportunities will be provided by the organization that are the finest match for you
The virtual hiring assistance helps you and provides you the chance to interview with Up Grad’s 300+ hiring partners
Achieve an added benefit in the application process

The average Salary Hike will be 57%
Highest Salary Offered by Rs1.23 Cr
300+ Hiring Partners
500+ Career Transitions

Requirement of Course-

50% compulsory passing marks in Bachelor’s degree without any coding background is mandatory

Contact Details-

Indian Nationals: 18002102020

Foreign Nationals: +918045604032

Email: admissions@upgrad.com

FAQs: Data Analytics Courses at IIT

Q1) What is the meaning of a data analytics online course?

The Data Analytics course is one type of online course where you will study how to depict, analyze, and utilize raw data to your benefit. There are various analytics courses at IIT and other institutions where students without any previous experience in the field whereas few courses require previous experience in the same field. This course is deeply in demand by the business.

Q2) How to become a data analyst at IIT Madras?

To become a data analyst at IIT Madras, you need to go for the Data analytics courses at IIT Madras collectively offered by Intellipaat. You can get the particulars of the course in the article. The qualification for enlisting in the data analytics courses at IIT Madras is that you should have completed the class 12^th examinations. Irrespective of any background, board and subject the student can belong to.

Q3) Why must you consider and study data analytics at IIT?

India’s No.1 technical institution is the Indian Institute of Technology (IIT) which offers courses that are exclusive courses with huge outcomes. Data Analytics is a kind of course where you can study how to handle, interpret, and analyze data with the utilization of various tools. The data analytics courses at IIT are one of the excellent institutions, considering that you receive an opportunity to study from the industry experts at IIT along with 24/7 help at the time of the program and profile creation.

Vaibhav Kakkar