Advanced Certification in Data Analytics by IIT Kanpur

The Advanced Certification in Data Analytics program from IIT Kanpur is a must for anyone looking for a high-growth career in data analytics. It is designed to give graduates in any discipline and experienced professionals from programming as well as non-programming background an extensive data analytics education.

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Accreditations / Approval

IIT Kanpur

Duration

6 Months

Fee

INR 83,900/- + GST

EMI

Avail easy EMI options

Start Date

Every month

Advanced Certification in Data Analytics

This program features the perfect mix of theory, case studies, and extensive hands-on practice. The program is a blend of academic rigour and significant industry exposure equipping you with highly advanced conceptual knowledge and futuristic skill sets unmatched by any other such programs. You get 180 hours of learning via online classes and videos, assignments and projects.

Everything is data-driven these days, from market research and sales figures to expenses and logistics. This program aims to produce well-rounded data analysts with in-depth knowledge and expertise in relevant tools/languages and an understanding of cutting-edge algorithms and applications.

Key highlights

180 Hrs of learning via live online classes or videos, assignments & projects

Receive Advanced Certification from IIT Kanpur (E&ICT Academy) post project completion

Hands-on training with 70% practical content

7 industry projects from different domains

Top-class faculty from IIT Kanpur & industry

Weekend classes by Industry experts

Career prospects

Medical and health care analyst
Market research analyst
Business Analyst
Business Intelligence Analyst
Operations research analyst

Skills covered

Business Analytics, R, Statistics, Regression, Decision Trees, SQL, Tableau, Data Visualization, Python

Eligibility

Education: Graduate or pursuing graduation in any field
Experience: No programming or statistics background needed.

Syllabus

Semester 1

1 Weeks
1 Hours

Introduction to Analytics and Data Science

Introduction to Business Analytics

Semester 2

2 Weeks
2 Hours

Basics of R, Data Handling and Statistics

Fundamentals of R
Data Visualization in R
Data Preparation and Cleaning using R
Understanding the data using univariate statistics in R
Hypothesis testing and ANOVA in R to guide decision making

Semester 3

3 Weeks
3 Hours

Predictive Analytics in R

Correlation and Linear regression
Logistic regression
Techniques of customer segmentation
Time series forecasting techniques
Decision trees & Random Forests
Boosting Machines
Cross Validation & Parameter Tuning
Final Case Study

Semester 4

4 Weeks
4 Hours

Data Analysis in SQL (via videos only)

Introduction to SQL
SQL Data Types & Operators
Useful Operations in SQL
Aggregating Data in SQL
Writing Sub-Queries in SQL
Common function in SQL
Analytic Functions in SQL
Writing DML Statements
Writing DDL Statements
Using Constraints in SQL
SQL Joins
Views in SQL

Semester 5

5 Weeks
5 Hours

Data Visualization in Tableau (via videos only)

Introduction to Business Intelligence & Visualization
Introduction to Tableau
Dive into Tableau
Connecting Data Sources
Tableau Generated Fields
Data Manipulation in Tableau
Working with Dates in Tableau
Data Customization with Calculations
Adding Dynamism to a View with Parameters
Geographical Analysis & Maps
Creating Visualizations
Adding Statistics to Data
Formatting & Annotation
Dashboards & Stories

Semester 6

6 Weeks
6 Hours

Python For Data Analytics (via videos only)

Introduction to Python
Iterative Operations & Functions in Python
Data Summary; Numerical and Visual in Python
Data Handling in Python using NumPy & Pandas

Learning Outcome

Become a full-stack Data Analyst with core skills in Predictive Analytics and Data Visualization.
Deeper understanding of the data analytics techniques to enhance informed decision making.
Work on multiple data analytics capstone projects.
Comprehensive curriculum covering everything from predictive analytics, data analysis to data visualization.

Our Facilitators

Dr. Amey Karkare

Associate Professor IIT Kanpur read more...

Dr. Arnab Bhattacharya