QIP Short Term Course (online) on Data Analytics

1-6 March 2021

Course Outline

Course Outline

Day/Date Forenoon Afternoon
09:30 AM to 11:00 AM 11:30 AM to 01:00 PM 02:30 PM to 04:00 PM 04:30 PM to 06:00 PM
Day 1
(01 March)
Introduction to Data Analytics Data Understanding & Preprocessing Review of Probability and Statistics Standard Distributions
Day 2
(02 March)
Classification and Forecasting Decision Tree Hypothesis testing ANOVA
Day 3
(03 March)
Neural Networks Classifier Improvement & Evaluation Techniques Linear Regression I Linear Regression II
Day 4
(04 March)
Customer Lifetime Value Prediction, Churn Prediction Case Study Discussion Building regression model using R and interpretation of the results Heteroskedasticity / Multicollinearity / Model Fit
Day 5
(05 March)
Clustering / Market Segmentation k-Means algorithm, Hierarchical algorithm Introduction to time-series data Decomposition of time series data into trends, seasonality, cycles, random
Day 6
(06 March)
Market Basket Analysis Association Rule Mining Moving averages and Exponential smoothing AR / MA / ARIMA - using regression analysis for forecasting

Each session will be of average 75 mins. Total Contact Hours: 30+

Speakers

Speakers

Dr. Faiz Hamid Department of Industrial and Management Engineering,
IIT Kanpur
Email: fhamid@iitk.ac.in
Dr. Devlina Chatterjee Department of Industrial and Management Engineering,
IIT Kanpur
Email: devlina@iitk.ac.in
Registration Procedure

Registration Procedure

Attendance(min 75%) is mandatory to receive Course Certificate.

1. Faculty from AICTE Institutes coming under QIP program
(maximum 30)
No Registration fees
2. Faculty from private/autonomous Institutions:
Non IITK Faculty
Rs. 10,620/- (Including GST)
3. Student of IITK
IITK Student
Rs. 5,000/- (No GST Required)
4. Student from other Educational Institutions:
Non IITK Student
Rs. 5,900/- (Including GST)
5. Participant from Industry and R&D labs:
Industry Participant
Rs. 14,160/- (Including GST)

Group booking for Industry Participants (≧ 10): Rs. 11,800/- per participant (including GST)

Only faculties from AICTE approved institues will be allowed
Only 30 faculy members are allowed under QIP category
No Registration fee is required

Registrations have been closed

Step 1: Make Payment according to your category

How to Pay? Click Here

Online Payment Link: Click Here

Details to be filled during payment:

Course Code 20-21/20
Course Title Data Analytics
Course Duration 01/03/2021 to 06/03/3021
Participants Category
Course Fees + 18% GST
IITK Students need to pay only course FEE
IITK Student (Rs. 5,000/-)
Non IITK Student (Rs. 5,900/-)
Non IITK Faculty (Rs. 10,620/-)
Industry Participant (Rs. 14,160/-)

Group booking for Industry Participants (≧ 10): Rs. 11,800/- per participant (including GST)

Step 2: Fill out the registration form:

Registrations have been closed

In case of any query contact QIP Office at 0512-679-7795

Contact Person

Contact Person

Contact to following person in case of any query related to registration...



Mr. Vinay Kumar
QIP IIT Kanpur
Email: qip@iitk.ac.in
Mr. Yogendra Singh
QIP IIT Kanpur
Email: cdte@iitk.ac.in