Data Science

 

Accelerate your career with cutting edge curriculum built in collaboration with industry experts and IIIT-Bangalore faculty. Master in-demand Data Analytics skills with hands-on projects, 1-1 mentorship. Upon successful completion of the program, you will receive a certificate from IIIT-Bangalore and also gain alumni status.

 

6 months | 200+ hours of learning | 5+ case studies | 0% EMI

 

Who is this program for?

 

This program is suitable for Engineers, Software and IT Professionals, Marketing and Sales Professionals, Managers who are either looking to gain skills in the field of Data Science or strengthen their profile to make a career transition. Graduates with a minimum of 50% marks can take up this program

Curriculum :


Preparatory course

The prep content covers modules on Data Analysis on Excel, Introduction to Python , Python for Data Science and Visualization using Tableau.

 

Statistics and Exploratory Data Analytics

This course covers Inferential Statistics, Hypothesis Testing, Assignment: Statistics and Hypothesis Testing and Exploratory Data Analysis
 

Machine Learning 1

In this module of Machine Learning you will learn Linear Regression, Logistic Regression, Unsupervised learning: Clustering and  Unsupervised Learning: Principal Component Analysis


Machine learning 2

In this course you will learn Model Selection, Model Selection - Practical Considerations, Tree Model, Advanced Regression and 2 optional modules on Time Series and Neural networks

 

Case studies -

 

Spark Funds Investment

Uber Supply-Demand Gap

Creditworthiness of Customers

Telecom Churn Analysis

Spark Funds is looking for new avenues to invest its surplus funds in the startup ecosystem. Help the fund identify the geographies and sectors for its investment to maximise the returns.

Use analytics to identify why Uber sometimes faces a supply-demand challenge and what can be done to overcome it.

Learn how predictive analytics can be used to decide the creditworthiness of customers and whether they are issued a credit card or not.

Solve the most crucial business problem for a leading telecom operator in India and Southeast Asia: predicting customer churn.

 

 

Skills you will learn : Statistics, Predictive Analytics using Python, Machine Learning, Data Visualisation.

 

Tools covered : Excel, Python, and Tableau

 

Admission process :

  1. Apply for the Program - Submit your application for the program with your profile details
  2. Application Review - Application will be reviewed by the admissions committee
  3. Get Shortlisted - Upon matching all criteria, you will be shortlisted
  4. Payment of Block Amount - Secure your seat by paying the block amount
  5. Enrolment - Enrol and begin learning by paying 100% of the amount

The admissions for the program is on a rolling basis, fill in your applications at the earliest secure your slot and ensuring a smooth enrollment process. You can find more details and access to brochure by clicking “Apply Now.   For any queries or assistance, write to us at admissions-pgcds@iiitb.ac.in

Apply NOW!

 

Programs