Executive PG Programme in Data Science
Kick-start your Data Science journey with India’s 1st Executive PGP from IIITB aligned to competency standards developed by NASSCOM in collaboration with industry and approved by Government. Start your journey today at INR 7,992 per month.
40,000+
Learners
Online
Format
12 months
Recommended 12-15 hrs/week
Jun 30, 2021
Start Date
300+
Hiring Partners
EMI Options
Starts at Rs. 7,992/month*
About the Programme
Choose from 6 specializations, receive industry mentorship, dedicated career support, learn 14 programming tools & languages & much more
6 Unique Specialisations
Choose from 6 specializations as per your background & career aspirations. Get an Executive PGP in Data Science from IIITB with a specialization.
Dedicated Career Assistance
Receive 1:1 career counselling sessions & mock interviews with hiring managers. Further your career with our 300+ hiring partners.
Student Support
Student support available 09 AM to 09 PM IST via email or use the Call Back option on the platform to get a response within 2 working hours.
Program Overview
Key Highlights
Complimentary Python Programming Bootcamp
Designed for Working Professionals
14+ Programming Tools & Languages
India's 1st EPGP Aligned to SSC NASSCOM Competency Standards
One-on-One with Industry Mentors
No Cost EMI Option
Career Essential Soft Skills Program
IIIT Bangalore Alumni Status
60+ Industry Projects
360 Degree Career Support
Job Assistance with Top Firms
Support available all days 9 AM - 9 PM IST for queries
Top Skills You Will Learn
Predictive Analytics using Python, Machine Learning, Data Visualization, Big Data, Natural Language Processing
Job Opportunities
Data Analyst, Data Scientist, Data Engineer, Product Analyst, Machine Learning Engineer, Decision Scientist
Who Is This Programme For?
Engineers, Marketing & Sales Professionals, Freshers, Domain Experts, Software & IT Professionals
Minimum Eligibility
Bachelor’s Degree with minimum 50% or equivalent passing marks. No coding experience required.
Programming Languages and Tools Covered
Specialization
Post Course 2 (Machine Learning), choose any one of the below 6 specialisations as per your background and career aspirations
- Data Science Generalist
- Natural Language Processing
- Deep Learning
- Business Analytics
- Business Intelligence/ Data Analytics
- Data Engineering
- Tree Models + Boosting (Optional)
- Model Selection & General ML Techniques
- ML Lab I: Classification
- Principal Component Analysis
- Advanced Regression – I
- Advanced Regression – II and ML Lab II: Regression
- Text Analytics & Processing + Text-
- Based Predictive Modelling
- Basic Visualisation using Tableau
- Data Storytelling
- Data Modelling
- Advanced SQL – Week II
- Algorithm Analysis + Recursion
- Searching and Sorting (Divide and Conquer included)
- Data Structures – Sets, Dictionaries,
- Stacks, Queues
- Python – OOPS
- Python Weeklong Lab
- Capstone Project
- Tree Models
- Model Selection & General ML Techniques
- Principal Component Analysis
- Advanced Regression
- Advanced Regression Assignment
- Bagging and Boosting
- Time Series Analysis
- Telecom Churn Case Study
Text Processing - Feature Extraction & modelling
- Assignment – Natural Language Processing
- Intro to DL
- NLP Industrial Applications
- Chatbot Case Study
- Capstone Project
- Tree Models
- Model Selection & General ML Techniques
- Principal Component Analysis
- Advanced Regression
- Advanced Regression Assignment
- Bagging and Boosting
- Time Series Analysis
- Telecom Churn Case Study
- Introduction to Neural Networks
- Neural Networks Assignment
Convolutional Neural Networks – - Introduction and Industry Applications
- Recurrent Neural Networks
- Gesture Recognition
- Capstone Project
- Tree Models
- Time Series Forecasting
- Retail-Giant Sales Forecasting Assignment
- Model Selection & General ML Techniques
- SQL Best Practices
- Advanced Excel
- Telecom Churn Case Study
- Structured Problem Solving using Frameworks
- Structured Problem Solving Assignment
- Operations Research
- Data Storytelling
- Operations Research Case Study
- Capstone Project
- Data Modelling
- SQL Best Practices
- SQL Assignment: IMDb Movies
Advanced Excel - NoSQL Databases and Best Practices
- Introduction to Big Data and Cloud
- Hive and Querying
- Hive Case Study
- Visualisation using Tableau
- Sports Analytics – IPL Visualisation Assignment
- Visualization using PowerBI
- Visualization using Plotly
- Data Storytelling
- Plotly Case Study
- Capstone Project
- Introduction to Big Data(Optional)
- Introduction to Cloud and AWS Setup
- Introduction to Hadoop and
- MapReduce Programming
- MapReduce Programming
- Assignment (optional)
- Data Management and Relational
- Database Modelling
- NoSQL Databases and Apache HBase and NoSQL Databases and
- MongoDB(Optional)
- Data Warehousing (Optional)
- Data Ingestion with Apache Sqoop and Apache Flume
- Hive & Querying
- Hive Assignment (optional)
- Amazon Redshift
- Introduction to Apache Spark
- NYC Parking Assignment (Optional)
Project: ETL Data Pipline - Optimising Spark for Large Scale Data Processing
- Apache Flink(Optional)
Real-Time Data Streaming with - Apache Kafka
Real-Time Data Processing using - Spark Streaming
Stock data Analysis Assignment (Optional) - Building Automated Data Pipelines with Airflow
- Analytics using PySpark
Classification Assignment (Optional) - Project: Real Time data processing
Capstone Project
The upGrad Advantage
Strong hand-holding with dedicated support to help you master Data Science
Learning Support
More Info
Doubt Resolution
More Info
Networking
More Info
Industry Mentors
- Receive unparalleled guidance from industry mentors, teaching assistants, and graders
- Receive one-on-one feedback on submissions and personalized feedbacks on improvement
Student Support
- Available all days 9 AM – 9 PM IST.
- For urgent queries, use the Call Back option on the platform.
Q&A Forum
- Timely doubt resolution by Industry experts and peers
- 100% Expert-verified responses to ensure quality learning
Expert Feedback
- Personalized expert feedback on assignments and projects
- Regular live sessions by experts to clarify concept related doubts
upGrad BaseCamp
- Fun-packed, informative, and career building workshops Sessions by industry professionals and professors
- Group activities with your peers and alumni
Industry Networking
- Live sessions by experts on various industry topics
- One-on-one discussion and feedback sessions with industry mentors
Admission Process
Take the Online Eligibility Test
Complete your application to take the 17-minute online eligibility test with 11 questions to kick-start the admission process. The test is designed to assess your quantitative & logical aptitude ensuring you’re ready for the programme.Â
Get Shortlisted & Receive your Offer Letter
Our Admissions Committee will review your test score & profile. Upon qualifying, an Offer Letter will be sent to you confirming your admission to the Executive PGP in Data Science.
Block your Seat & Begin the Prep Course
Block your seat with a payment of INR 25,000 to enroll into the programme. Begin with your Prep course and start your Data Science journey!
Programme Fee – Indian Residents
Rs. 2,99,000 (incl. taxes)
Starting at INR 7,992/month. No Cost EMI options available
Our Learners Work At
Top companies from all around the world have recruited upGrad alumni
Student Reviews
The Executive PGP-DS course from upGrad and IIIT Bangalore has been a boon for me and it has helped enhance my skills in Excel, SQL, R, etc.
It doesn’t matter what your previous working background is, as everything is taught from the basics.
Group case studies really give a sense of teamwork, as it happens in regular classroom studies. It teaches us coordination and right attitude as a team player in meeting all the deadlines.
Frequently Asked Questions
What is the Executive PGP in Data Science with upGrad?
The Executive PGP is an engaging yet rigorous 12-months online programme designed specifically for working professionals to develop practical knowledge and skills, establish a professional network, and accelerate entry into data science careers. The certification is awarded by IIIT Bangalore.
What should I expect from the Executive PGP in Data Science?
Expect to carry out several industry-relevant projects simulated as per the actual workplace, making you a skilled data science professional at par with leading industry standards.
What should I NOT expect from the Executive PGP in Data Science?
The program is NOT going to be easy. It will be requiring at least 12-15 hours of time commitment per week, applying new concepts, and executing industry-relevant projects.
Which topics are going to be covered as part of the programme?
The program is designed for working professionals looking for a transition or growth into the data domain. Considering the requirements of different data roles in the industry, the curriculum is divided into six tracks. The course will have a common curriculum running for approximately for the first 5-6 months that everyone will go through after which they have to do any of the 6 specializations and a capstone project, in the remaining 6-7 months. The topics that are going to be covered as a part of the common curriculum and each of the six specializations are as follows:
Common Curriculum: Basics of SQL, Python, Statistics and EDA, Basic Machine Learning Models
Data Science Generalist: Advanced Machine learning & Storytelling, Advanced Programming & Databases
Deep Learning Specialization: Advanced Machine Learning, Neural Networks
NLP Specialization: Advanced Machine Learning, Natural Language Processing
Business Intelligence: Advanced SQL and NoSQL Databases, Storytelling with Advanced Visualization
Business Analytics: Advanced Machine Learning, Storytelling and Advanced Business Problem Solving
Data Engineering: Data Modelling and Data Warehousing, Building Data Pipelines, Data Streaming and Processing
What type of learning experience should I expect?
The content will be a mix of interactive lectures from industry leaders as well as world-renowned faculty. Additionally, the program comprises live lectures or hangout sessions dedicated to solving your academic queries and reinforcing learning. Offline upGrad BaseCamps will also facilitate peer-to-peer interactions.
For queries, feedback & assistance
upGrad Learner Support
Disclaimer:
upGrad is India’s largest online higher education company, as per monthly visit data and total visits data for the last 28 days received from similarweb, as on April 13, 2020. Deakin University CRICOS Provider Code 00113B.