Kick-start your Data Science journey with the 1st NASSCOM certified PG Diploma in Data Science from IIITB. Start your Diploma today!
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Intro Video
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34,500+
Students Empowered
Online
Format
50+ countries
Learner base
12 months
Recommended 12-15 hrs/week
Feb 27, 2021
Start Date
Instructors
Syllabus
Specialisation
Projects
Benefits
Our Learners Work At
Admission Process
Fees
About the Program
Choose from 6 specialisations, receive industry mentorship, dedicated career support, learn 14 programming tools & languages & much more
6 Unique Specialisations
Choose from 6 specialisations as per your background & career aspirations. Get a PG Diploma in Data Science from IIITB with a specialisation.
Dedicated Career Assistance
Receive 1:1 career counselling sessions, resume building sessions and mock interviews. Utilise the projects in the course to build your profile on platforms like GitHub.
Personalised Mentorship
Get a dedicated student mentor with proactive support every step of the way & personalised fortnightly group (1:8) mentorship sessions with industry experts.
Program Overview
Key Highlights
Complimentary Python Programming Bootcamp
Career Essential Soft Skills Program
Designed for Working Professionals
IIIT Bangalore Alumni Status
14 Programming Tools & Languages
60+ Industry Projects
NASSCOM validated 1st PG Diploma
360 Degree Career Support
One-on-One with Industry Mentors
Dedicated Student Mentor
6 Unique Specialisations to choose from - Data Science Generalist - Deep Learning - Natural Learning Processing - Business Intelligence/ Data Analytics - Business Analytics - Data Engineering
Top Skills You Will Learn
Predictive Analytics using Python, Machine Learning, Data Visualization, Big Data, Natural Language Processing
Advance your career
Data Analyst, Data Scientist, Data Engineer, Product Analyst, Machine Learning Engineer, Decision Scientist
Complete all the courses successfully to obtain this prestigious recognition from IIITB with a specialization in any of the following: Natural Language Processing, Deep Learning, Business Intelligence/ Data Analytics, Business Analytics, Data Engineering
Connect with a global network of accomplished IIITB Alumni
Widely recognised and valued Post Graduate Diploma in Data Science
Network with Data Science professionals across all industries
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Instructors
Learn from India’s leading Data Science faculty and industry leaders
Hindol Basu
CEO
An alumnus of IIT and IIM with over 13 years of experience in analytics with industry leaders such as the CitiGroup, Tata Industries, etc.
Chandrashekar Ramanathan
Dean - Academics
Prof. Chandrashekar has a Ph.D. from Mississippi State University and experience of over 10 years in several multinational organizations.
S. Anand
CEO
A gold medallist from IIM Bangalore, an alumnus of IIT Madras and London Business School, Anand is among the top 10 data scientists in India.
Tricha Anjali
Associate Dean
Prof. Anjali has a Ph.D. from Georgia Tech as well as an integrated M.Tech. (EE) from IIT Bombay.
Ankit Jain
Sr. Research Scientist
An alumnus of IIT Bombay, UCB and Harvard Business School with over 9 years of experience
Prof. S. Sadagopan
Director
Prof. Sadagopan is currently Director of IIIT Bangalore. He has an MS and a PhD from Purdue University and a B.E.(Hons.) degree from Madras University.
Sameer Dhanrajani
Co-Founder & CEO
An AI and Analytics evangelist for Fortune 500 companies who has won several industry awards in the field of analytics
Ujjyaini Mitra
Head of Analytics
An alumnus of McKinsey and Co., Flipkart, and Bharti Airtel with over 11 years of experience
Prof. G. Srinivasaraghavan
Professor
Prof. Srinivasaraghavan has a Ph.D. in Computer Science from IIT Kanpur and 18 years of experience with Infosys Technologies.
Dinesh Babu Jayagopi
Associate Professor
Prof. Dinesh has a Ph.D. from Ecole Polytechnic Federate Switzerland, M.Sc. from IISc Bangalore in System Science and Signal Processing and a B.Tech. from Madras Institute of Technology
Kalpana Subbaramappa
Ex-AVP
Kalpana is the ex-AVP of Decision Sciences at Genpact with over 20 years' experience.
Mirza Rahim Baig
Lead Business Analytics
Advanced analytics professional with 8+ years of experience as a consultant in the e-commerce and healthcare domains
Sajan Kedia
Lead Data Scientist (Pricing)
An alumnus of IIT with over 7 years of experience at Watson at IBM Research, startups & Myntra
Bijoy Kumar Khandelwal
Chief Operating Officer
Bijoy comes with a deep understanding of the private and cloud architectures and has helped numerous companies make the transition.
Syllabus
Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions
Pre-Program Preparatory Content
4Weeks
Data Toolkit
14Weeks
2Assignments
+1
Instructors
Machine Learning
9Weeks
3Assignments
Specialisation- Data Science Generalist
22weeks
5assignments
Specialisation- Deep Learning
25weeks
4assignments
Specialisation- Natural Learning Processing
25weeks
4assignments
Specialisation- Business Intelligence/Data Analytics
25weeks
9weeks
Specialisation- Business Analytics
25weeks
9assignments
Specialisation- Data Engineering
27weeks
11assignments
400+
Content Hours Available
60+
Industry Projects
20+
Live Learning Sessions
25
Expert Coaching Sessions
14
Programming Tools/ Languages
Specialisation
Post Course 2 (Machine Learning), choose any one of the below 6 specialisations as per your background and career aspirations
Data Science Generalist
Deep Learning
Natural Learning Processing
Business Intelligence/ Data Analytics
Business Analytics
Data Engineering
Topics Covered
Data Science Generalist
22Weeks
5Assignments
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
Business Case Study
Data Modelling
SQL Weeklong Lab
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
Tools Covered
Project
Capstone Project
Choose from a range of real-world industry woven projects on advanced topics...
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Topics Covered
Deep Learning
25weeks
4assignments
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
Deployment
Capstone
Tools Covered
Project
Capstone Project
Choose from a range of real-world industry woven projects on advanced topics...
Learn More
Topics Covered
Natural Learning Processing
25Weeks
4Assignments
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
Deployment
Capstone
Tools Covered
Project
Capstone Project
Choose from a range of real-world industry woven projects on advanced topics...
Learn More
Topics Covered
Business Intelligence/ Data Analytics
25Weeks
9Assignments
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
Visualisation using PowerBI
Visualisation using Plotly
Data Storytelling
Plotly Case Study
Capstone Project
Tools Covered
Project
Capstone Project
Solve an end-to-end real-life industry problem from a wide variety of domain...
Learn More
Topics Covered
Business Analytics
25Weeks
9Assignments
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
Tools Covered
Project
Capstone Project
Solve an end-to-end real-life industry problem from a wide variety of domain...
Learn More
Topics Covered
Data Engineering
27Weeks
11Assignments
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
Tools Covered
Project
Capstone Project
The capstone project will stitch all the components of data engineering toge...
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Industry Projects
Learn through real-life industry projects sponsored by top companies across industries
Engage in collaborative projects with student-mentor interaction
Benefit by learning in-person with expert mentors
Personalised subjective feedback on your submissions to facilitate improvement
IMDb Movie Analysis
Analyze movie data from the past hundred years and find out various insights...
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Uber Supply-Demand Gap
Use analytics to identify why Uber sometimes faces a supply-demand challenge...
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Creditworthiness of Customers
Learn how Predictive Analytics can be used to decide the creditworthiness of...
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Lead Scoring
Learn how the knowledge of basic machine learning algorithms can be used to ...
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Fraud Detection
Decline fraud transactions on a credit card in real-time to minimize the los...
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Speech Recognition
Learn how Google speech-to-text works and make your own model using deep lea...
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Image Captioning
Build a model which will caption a given image and describe it in sentences ...
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Gesture Recognition
Learners will build a gesture recognition model for a Smart-TV to recognize ...
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Social Media Listening
What if you could predict the popularity of a brand like upGrad in India?
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Telecom Churn
Telecom companies often face the problem of churning customers due to the co...
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Retail-Giant Sales Forecasting
Help a retail-giant to have a clear idea of how their sales will look like i...
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Interactive Marketing Campaign Analysis
Research and analyse data from a marketing campaign to gain valuable insight...
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The upGrad Advantage
Strong hand-holding with dedicated support to help you master Data Science
Receive unparalleled guidance from industry mentors, teaching assistants and graders
Receive one-on-one feedback on submissions and personalised feedbacks on improvement
Student Success Mentors
A dedicated Success Mentors is allocated to each student so as to ensure consistent progress
Success Mentors are your single points of contact for all your non-academic queries
Q&A Forum
Timely doubt resolution by Industry experts and peers
100% Expert-verified responses to ensure quality learning
Expert Feedback
Personalised expert feedback on assignments and projects
Regular live sessions by experts to clarify concept related doubts
Industry Networking
Live sessions by experts on various industry topics
One-on-one discussion and feedback sessions with industry mentors
Our Learners Work At
Top companies from all around the world have recruited upGrad alumni
Career Impact
Career Counselling
Get personalised career paths traced by experts to ascertain the best opportunities
Learn More
Resume Feedback
Obtain specific, personalised inputs on your resume structure and content
Learn More
Interview Preparation
Get unlimited mock interview sessions with hiring managers and receive detailed feedback
Learn More
Admission Process
There are 3 simple steps in the Admission Process which is detailed below:
Step 1: Take the Online Eligibility Test
Complete your application to take the 17 minute online eligibility test to kick-start the admission process. The test is designed to assess your quantitative & logical aptitude ensuring you're ready for the program.
Step 2: 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 PG Diploma in Data Science.
Step 3: Block your Seat & Begin the Prep Course
Block your seat with a payment of USD 200 to enrol into the program. Begin with your Prep course and start your Data Science journey!
Program Fee
USD 4099
Get a chance to avail a fee waiver basis your profile and test scores! Write to us at international.admissions@upgrad.com to know more!
Student Reviews
Vibhor Srivastava
4.5 Years ExperienceDeputy Manager,ICICI Bank
The PGD-DA course from upGrad and IIIT Bangalore has been a boon for me and it has helped enhance my skills in Excel, SQL, R, etc.
Rutuja Mowade
4 Years ExperienceAnalyst,Nice
It doesn't matter what your previous working background is, as everything is taught from the basics.
Anshu Srivastava
6 Years ExperienceResearch Assistant,Nice
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.
Gangadhar Mathyam
2 Years ExperienceData Analyst,Tech Mahindra
They will prepare you how to face Data Science job interviews. Along with this, upGrad will also provide mock interviews and mock mcqs tests to check your capability for the interviews.
Empowering learners of tomorrow
Over 2,300 students have completed this course and started working at their dream job, whats stopping you?
How You Benefit From This Program
Post Graduate Diploma without quitting your job
Cutting-edge curiculum designed by industry experts