- Connect with a global network of accomplished upGrad and IIITB Alumni
- Upgrade to a widely recognised and valued Executive Post Graduate Certificate in Data Science & AI
- Network with Data Science & AI professionals across all industry sectors
Executive Post Graduate Certificate Programme in Data Science & AI from IIITB
Executive Post Graduate Certificate Programme in Data Science & AI from IIITB with renowned faculty and industry experts. Learn Python Programming, Basic & Advanced SQL, Basic & Advanced Machine Learning Algorithms. 25+ Case Study & Projects, 20+ Live Sessions, Explore Program & Apply Today!-
TypeCertificate
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Start DateNovember 30, 2025
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Duration6 Months
- Designed For Working Professionals |
- 100% Online
Executive Post Graduate Certificate Programme in Data Science & AI from IIITB
Course Snapshot
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300+
Hours of Learning
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Blended
Format
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100k+
Students graduated
- Explore 25+ Case Studies and Industry Projects
- Complimentary Python Programming Bootcamp
- Immerse in 300+ Hours of Online Learning Content
Key Highlights Of Executive Post Graduate Certificate In Data Science & AI
What is this course about?
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Program Benefits
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Dedicated Career Assistance
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Practical Learning and Networking
-
Student Support
Program Benefits
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Complimentary Python Programming Bootcamp
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Designed for Working Professionals
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25+ Case Studies and Projects
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Daily Doubt Resolution Support
We offer a wide variety of services to help you fast-forward your career
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A Career Essential Soft Skills Program
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AI Powered Profile Builder
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Just-in-Time Interviews
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High Performance Coaching (1:1)
We provide a blended peer-to-peer learning and networking experience
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Live discussion forum for peer-to-peer doubt resolution
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Great networking opportunities with a pool of 10,000+ Alumni
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Insightful lab walkthroughs of industry-driven projects
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Improve with weekly real-time doubt clearing sessions
Student Support
- A dedicated program coordinator
- 24 x 7 Support augmented with chatbot or email at studentsupport@upgrad.com
- Centralised WhatsApp channels for queries
About The IIITB Executive Post Graduate Certificate in Data Science & AI Programme
The New Learning Experience
Receive industry mentorship, dedicated career support, learn 25+ Programming Tools, Languages and more.
Dedicated Career Assistance
Be one step ahead with access to 1:1 career counselling sessions and mock interviews with hiring managers.
Be one step ahead with access to 1:1 career counselling sessions and mock interviews with hiring managers.
Read MoreDegree Certificate
Earn valuable Credentials & Recognition
Complete all the courses successfully to obtain this prestigious recognition from IIIT-B.
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Executive Post Graduate Certificate Programme in Data Science & AI from IIIT Bangalore
- Connect with a global network of accomplished upGrad and IIITB Alumni
- Upgrade to a widely recognised and valued Executive Post Graduate Certificate in Data Science & AI
- Network with Data Science & AI professionals across all industry sectors
Syllabus
What will you learn?
Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions
Advanced Math & Programming
5 Weeks
Master core mathematical and programming skills necessary to implement data science and machine learning solutions
Topics
- Conditional Probability and Probability Distributions
- Advanced Linear Algebra and Linear Transformation
- Multivariate Calculus
- GenAI for Coding and Problem-Solving
- Object-Oriented Programming
- Python Data Science Libraries
- Database Design and SQL Querying
- Introduction to NoSQL Databases
- Version Control

Data Analysis & Exploration
5 Weeks
Explore data patterns and use statistical methods to visualise, interpret, and extract actionable insights that help drive better decision-making.
Topics
- Data Analysis with Python
- Exploratory Data Analysis
- Inferential Statistics and Hypothesis Testing

Cloud Computing & Big Data
5 Weeks
Move your data processes to the cloud and analyse big data at scale using industry-relevant tools and cloud computing platforms.

Foundation of Machine Learning
5 Weeks
Understand how mathematics powers machine learning, and implement classification, regression, and clustering models to predict metrics and discover insights.
Topics
- Machine Learning Paradigms
- Linear and Logistic Regression
- K Nearest Neighbors
- Regularisation and Hyperparameter Tuning
- Decision Trees and Ensembles
- Clustering Models

Deep Learning & NLP
5 Weeks
Advance your ML skills by working with deep neural networks and applying machine learning and deep learning techniques in natural language processing.
Topics
- Deep Learning Fundamentals
- Convolutional and Recurrent Neural Networks
- Lexical / Syntactic / Semantic Processing

Programming Bootcamp
Build strong essentials with our complementary and optional fundamentals course (can be skipped by passing a short test)
Basic Maths for DS & ML
4 Weeks
Topics (9)
- Sets
- Combinatorics
- Basics of Probability
- Conditional Probability
- Descriptive Statistics
- Functions
- Vector Algebra
- Derivatives
- Integrals

Basic Programming
8 Weeks
Topics (13)
- Coding Environments
- Variables
- Data Types
- Syntax
- Conditionals
- Loops
- Functions
- Lists
- Sets
- Tuples
- Dictionaries
- Introduction to MySQL
- Basic SQL Querying

INSTRUCTORS
Whom will you learn from?
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4 Instructors -
6 Industry Practitioners


Chandrashekar Ramanathan
Dean - Academics-
Prof. Chandrashekar has a Ph.D. from Mississippi State University and experience of over 10 years in several multinational organizations.
Prof. Chandrashekar has a Ph.D. from Mississippi State University and experience of over 10 years in several multinational organizations.
Read More


Tricha Anjali
Ex-associate Dean, IIITB-
Prof. Anjali has a Ph.D. from Georgia Tech as well as an integrated M.Tech. (EE) from IIT Bombay.
Prof. Anjali has a Ph.D. from Georgia Tech as well as an integrated M.Tech. (EE) from IIT Bombay.
Read More


Debabrata Das
Director, IIITB-
Dr. Debabrata Das is Director of IIITB. He has received his PhD from IIT-KGP. His main areas of research are lot and Wireless Access Network
Dr. Debabrata Das is Director of IIITB. He has received his PhD from IIT-KGP. His main areas of research are lot and Wireless Access Network
Read More


Prof. G. Srinivasaraghavan
Professor-
Prof. Srinivasaraghavan has a Ph.D. in Computer Science from IIT Kanpur and 18 years of experience with Infosys Technologies and other MNCs
Prof. Srinivasaraghavan has a Ph.D. in Computer Science from IIT Kanpur and 18 years of experience with Infosys Technologies and other MNCs
Read More

Abhishek Vijayvargia
Senior Data Scientist-
Having worked with Microsoft as a Senior Data Scientist, he is an alumnus of IIT Kharagpur with 10+ years of experience in a Data Science domain
Having worked with Microsoft as a Senior Data Scientist, he is an alumnus of IIT Kharagpur with 10+ years of experience in a Data Science domain
Read More


Deependra Singh

VP & Head of Data Science-
Over 15 years of experience in leading analytics practices, data science, deep learning, and AI product development. Successfully led teams at Junglee Games, American Express Digital Business, and National Insurance Company, pioneering key projects like the analytics engine for the GOI PMJAY policy. Respected speaker at top educational institutes like IMT Hyderabad, BIT Mesra, and NMIMS.
Over 15 years of experience in leading analytics practices, data science, deep learning, and AI product development. Successfully led teams at Junglee Games, American Express Digital Business, and National Insurance Company, pioneering key projects like the analytics engine for the GOI PMJAY policy. Respected speaker at top educational institutes like IMT Hyderabad, BIT Mesra, and NMIMS.
Read More


Mirza Rahim Baig
Lead Analyst-
Advanced analytics professional with 8+ years of experience as a consultant in the e-commerce and healthcare domains.
Advanced analytics professional with 8+ years of experience as a consultant in the e-commerce and healthcare domains.
Read More


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.
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.
Read More


Manish Shukla
Head of Generative AI-
Leading cutting-edge GenAI platform development at NatWest Group. Expertise in OpenAI products and ML Ops for optimisation of operational efficiency and seamless project delivery with high user satisfaction.
Leading cutting-edge GenAI platform development at NatWest Group. Expertise in OpenAI products and ML Ops for optimisation of operational efficiency and seamless project delivery with high user satisfaction.
Read More


Sajan Kedia
Ex-Data Science Lead-
Sajan graduated from IIT, BHU and has tons of experience in Data Science, Big Data, Spark, Machine Learning and Natural Language Processing
Sajan graduated from IIT, BHU and has tons of experience in Data Science, Big Data, Spark, Machine Learning and Natural Language Processing
Read More
Data Science Projects
Learn by Doing
Engage in an in-depth best-in-class industry projects led by experienced faculty to enhance your industry-specific Data Science expertise.
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15+ Industry Projects
Exploratory Data Analysis
Analyse NYC Taxi operations for efficient taxi positioning
Analyse NYC Taxi operations for efficient taxi positioning
Skills learned
- EDA
- Data Preprocessing
- Data Cleaning
- Data Visualisation
Linear Regression
Predict parcel delivery time for Porter using historical delivery data for better planning and management
Predict parcel delivery time for Porter using historical delivery data for better planning and management
Skills learned
- Linear Regression
- Statsmodels
- Sklearn
Querying with SQL
Analyse Spotify music data for targeted recommendations
Analyse Spotify music data for targeted recommendations
Skills learned
- SQL Querying
- Data Analysis
- EDA
Big Data Analysis
Analyse Mercari products data for better targeted recommendations
Analyse Mercari products data for better targeted recommendations
Skills learned
- Distributed Computing
- Big Data Analysis
- PySpark
Deep Learning
Predict stock prices of Microsoft, Amazon, Google, IBM, using their historical stock price variations or temperature/pressure readings in Morocco using historical weather data
Predict stock prices of Microsoft, Amazon, Google, IBM, using their historical stock price variations or temperature/pressure readings in Morocco using historical weather data
Skills learned
- Deep Learning
- RNN
- TensorFlow
- Keras
- PyTorch
Programming Languages and Tools Covered
Class Profile: IIIT Bangalore Executive Post Graduate Data Science & AI Course
Who've enrolled for this course?
IIIT Bangalore's Executive PG in Data Science & AI caters to professionals from diverse backgrounds, creating a vibrant environment with enriching interactions
By Industry
By Work Experience
By Highest Qualification
By Degree Type
By Age
By Gender
How will upGrad support you?
Strong hand-holding with dedicated support to help you master Data Science & AI benefits
- Get mentored by an experienced industry expert and receive personalised feedback to achieve your desired outcome.
- Get a dedicated career coach after the program to help track your career goals, coach you on your profile, and support you during your career transition journey.
- Obtain specific, AI powered inputs on your resume and LinkedIn structure along with content on real time basis.
- Get access to Industry Experts and discuss any queries before your interview.
- Career bootcamps to refresh your technical concepts and improve your soft skill.
- Interactive Live Sessions with leading industry experts covering curriculum + advance topics
- Personalised Industry in small groups (of 10-12) with industry experts to augment program curriculum with customized industry-based learning
- Dedicated Student Support available.
- You can write to us via studentsupport@upgrad.com or for urgent queries use the "Talk to Us" option on the learn platform.
- Live Discussion forum for peer-to-peer doubt resolution monitored by technical experts
- Peer to peer networking opportunities with an alumni pool of 10000+
- Lab walkthroughs of industry-driven projects
- Weekly real-time doubt clearing sessions
Program Fees: USD 1,999
Data Science & AI Course Eligibility And Admissions
How to Apply
The admissions process for IIITB’s Executive Post Graduate Certificate in Data Science & AI is very easy and can be done completely online.
Bachelor’s or Master's Degree or its equivalent in any discipline with minimum 50% aggregate mark or equivalent CGPA.

Fill in the Application form
Fill out an application giving your basic profile details
Fill out an application giving your basic profile details
Read More
Shortlisting & Block Payment
The university will review your profile. Upon getting shortlisted, you will receive the offer letter. Proceed with the payment of the deposit amount.
The university will review your profile. Upon getting shortlisted, you will receive the offer letter. Proceed with the payment of the deposit amount.
Read More
Payment
Balance to be closed within 7 days or batch start date whichever is sooner
Balance to be closed within 7 days or batch start date whichever is sooner
Read More
Refer someone you know and receive cash reimbursements of up to
!*
*More details under the referral policy under Support Section

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What Our Learners Say

My skill set has been sharpened, I've learnt new skills, and improved my competency.
As part of my upskilling, I searched for programs that could help achieve that and came across upGrad and enrolled. It has been a really enlightening journey and one that I've thoroughly enjoyed. My skill set has been sharpened, I've learnt new skills, and improved my competency. I've also connected and made friends with some really awesome and like-minded people along the way and thus I've enlarged my network. Part of my success was that I was invited by the Vice Chancellor of one of the Universities in South Africa to address the executive council on a large language model, i.e., ChatGPT, and its impact on research.
As part of my upskilling, I searched for programs that could help achieve that and came across upGrad and enrolled. It has been a really enlightening journey and one that I've thoroughly enjoyed. My skill set has been sharpened, I've learnt new skills, and improved my competency. I've also connected and made friends with some really awesome and like-minded people along the way and thus I've enlarged my network. Part of my success was that I was invited by the Vice Chancellor of one of the Universities in South Africa to address the executive council on a large language model, i.e., ChatGPT, and its impact on research. Read More
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Lead Data Scientist at Vodacom
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16 Years of Experience

upGrad has been immensely gratifying and afforded me a comprehensive and enriching learning experience
Embarking on my educational journey with upGrad has been one of the most pivotal decisions I have made in my professional growth. Reflecting on this experience, I can confidently state that I have absolutely no regrets. The programs provided by upGrad have been immensely gratifying and afforded me an experience I had sought for many years. Prior to discovering upGrad, my endeavor to find a robust and industry-aligned Data Science program was quite arduous. I dedicated a full two years exploring various online platforms, hoping to stumble upon a curriculum that would captivate my interest and significantly enhance my expertise in this field. Despite my efforts, I found myself trapped in a perpetual cycle of starting anew with each program, never encountering one that met my expectations or managed to keep me engaged long enough to witness substantial progress. However, my trajectory took a promising turn when I came across upGrad. The Executive Program in Data Science, offered in collaboration with IIIT Bangalore, proved to be a game-changer for me. Within the initial few months of enrollment, I experienced remarkable advancement, serving as a testament to the caliber and comprehensiveness of the curriculum crafted by upGrad and its academic partners. The subsequent phase of my education, the LJMU MSC in Data Science, further enhanced my learning experience. This particular segment of the program was undoubtedly rigorous and replete with challenges. However, it was precisely these challenges that rendered the journey incredibly fulfilling. The demanding curriculum pushed me to my limits, refining my analytical skills, deepening my comprehension of intricate data science concepts, and equipping me with the confidence and professionalism required to tackle real-world problems. upGrad's learning platform, with its blend of live online sessions and recorded sessions, coupled with the unceasing support from mentors and the vibrant community of peers, has played a pivotal role in my personal growth. The hands-on projects and case studies were particularly advantageous, enabling me to apply the knowledge acquired in a practical context, thereby solidifying my understanding and proficiency in data science. My educational expedition with upGrad has been revolutionary. The knowledge and skills I have acquired have not only elevated my professional standing but have also unlocked a plethora of opportunities in the realm of data science. I am immensely grateful to upGrad and its academic partners for providing such a meticulously structured and impactful program. For anyone looking to advance their career in data science or any other field, I wholeheartedly endorse upGrad without reservation.
Embarking on my educational journey with upGrad has been one of the most pivotal decisions I have made in my professional growth. Reflecting on this experience, I can confidently state that I have absolutely no regrets. The programs provided by upGrad have been immensely gratifying and afforded me an experience I had sought for many years. Prior to discovering upGrad, my endeavor to find a robust and industry-aligned Data Science program was quite arduous. I dedicated a full two years exploring various online platforms, hoping to stumble upon a curriculum that would captivate my interest and significantly enhance my expertise in this field. Despite my efforts, I found myself trapped in a perpetual cycle of starting anew with each program, never encountering one that met my expectations or managed to keep me engaged long enough to witness substantial progress. However, my trajectory took a promising turn when I came across upGrad. The Executive Program in Data Science, offered in collaboration with IIIT Bangalore, proved to be a game-changer for me. Within the initial few months of enrollment, I experienced remarkable advancement, serving as a testament to the caliber and comprehensiveness of the curriculum crafted by upGrad and its academic partners. The subsequent phase of my education, the LJMU MSC in Data Science, further enhanced my learning experience. This particular segment of the program was undoubtedly rigorous and replete with challenges. However, it was precisely these challenges that rendered the journey incredibly fulfilling. The demanding curriculum pushed me to my limits, refining my analytical skills, deepening my comprehension of intricate data science concepts, and equipping me with the confidence and professionalism required to tackle real-world problems. upGrad's learning platform, with its blend of live online sessions and recorded sessions, coupled with the unceasing support from mentors and the vibrant community of peers, has played a pivotal role in my personal growth. The hands-on projects and case studies were particularly advantageous, enabling me to apply the knowledge acquired in a practical context, thereby solidifying my understanding and proficiency in data science. My educational expedition with upGrad has been revolutionary. The knowledge and skills I have acquired have not only elevated my professional standing but have also unlocked a plethora of opportunities in the realm of data science. I am immensely grateful to upGrad and its academic partners for providing such a meticulously structured and impactful program. For anyone looking to advance their career in data science or any other field, I wholeheartedly endorse upGrad without reservation. Read More
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Senior Data Scientist at Zambia Revenue Authority
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19 Years of Experience

The journey with upGrad has been exciting
It was initially tough to make the decision to resume academics as a busy working professional with 15+ years of experience. But after the enrollment process, the journey with upGrad has been exciting, with weekend mentored classes and expert clarifications. The deadlines sometimes were tight, but I always had fun completing them with support from upGrad mentors and teaching assistants whenever required. As I complete Executive PG from IIIT Bangalore, I plan to continue my master's with UK's LJMU as planned. The completion of my PG Executive journey has given me higher visibility at my IT workplace and has given me a market boost with several job opportunities knocking on my door frequently from US Companies. Once I complete my master's, I plan to join product-based companies in the US and plan for any new aspirations as things demand. Thank you, team upGrad, for all your support.
It was initially tough to make the decision to resume academics as a busy working professional with 15+ years of experience. But after the enrollment process, the journey with upGrad has been exciting, with weekend mentored classes and expert clarifications. The deadlines sometimes were tight, but I always had fun completing them with support from upGrad mentors and teaching assistants whenever required. As I complete Executive PG from IIIT Bangalore, I plan to continue my master's with UK's LJMU as planned. The completion of my PG Executive journey has given me higher visibility at my IT workplace and has given me a market boost with several job opportunities knocking on my door frequently from US Companies. Once I complete my master's, I plan to join product-based companies in the US and plan for any new aspirations as things demand. Thank you, team upGrad, for all your support. Read More
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Project Manager at Tata Consultancy Services (TCS)
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19 Years of Experience

My experience thus far has been nothing short of exceptional.
I took up the upGrad Data Science course with a desire to challenge myself and expand my knowledge in this rapidly evolving field. My experience this far has been nothing short of exceptional. The program has pushed me to grow both professionally and personally, and I feel equipped with the skills and confidence to take on new challenges in my career.
I took up the upGrad Data Science course with a desire to challenge myself and expand my knowledge in this rapidly evolving field. My experience this far has been nothing short of exceptional. The program has pushed me to grow both professionally and personally, and I feel equipped with the skills and confidence to take on new challenges in my career. Read More
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Frequently Asked Questions
1. What is the Executive Post Graduate Certificate in Data Science & AI?
The Executive Post Graduate Certificate in Data Science & AI is a rigorous, yet flexible data science advanced course designed for working professionals. Delivered online over 6–9 months, it focuses on practical learning through real-world projects and hands-on tools. Upon successful completion, you receive an advanced certificate program in data science from IIIT Bangalore, one of India’s leading tech institutions.
The Executive Post Graduate Certificate in Data Science & AI is a rigorous, yet flexible data science advanced course designed for working professionals. Delivered online over 6–9 months, it focuses on practical learning through real-world projects and hands-on tools. Upon successful completion, you receive an advanced certificate program in data science from IIIT Bangalore, one of India’s leading tech institutions.
2. What type of learning experience can I expect from Executive Post Graduate Certificate in Data Science & AI program?
This data science post graduate certificate program offers a blended learning experience, combining recorded lectures, live classes, and practical projects. You'll interact with faculty, industry mentors, and peers through Q&A sessions, while also working on real business problems to apply your knowledge in a practical, industry-relevant setting.
This data science post graduate certificate program offers a blended learning experience, combining recorded lectures, live classes, and practical projects. You'll interact with faculty, industry mentors, and peers through Q&A sessions, while also working on real business problems to apply your knowledge in a practical, industry-relevant setting.
3. What will I learn in a Data Science certificate course?
In this advanced certificate program in data science, you’ll gain mastery in areas such as neural networks, NLP, cloud computing, big data analytics, and AI-driven solutions. You’ll work with advanced tools like TensorFlow, PyTorch, and Python, skills that are crucial for high-demand roles in data science and AI.
In this advanced certificate program in data science, you’ll gain mastery in areas such as neural networks, NLP, cloud computing, big data analytics, and AI-driven solutions. You’ll work with advanced tools like TensorFlow, PyTorch, and Python, skills that are crucial for high-demand roles in data science and AI.
4. Can I sign up only for a few specific modules if I am interested in?
No, the programme is designed to be completed in its entirety and cannot be taken as standalone modules.
No, the programme is designed to be completed in its entirety and cannot be taken as standalone modules.
1. What is the time commitment expected for the programme?
To successfully complete this post graduate certification in data science, you’ll need to dedicate around 12-15 hours per week. The format is designed to be flexible, so you can pace yourself according to your work schedule.
To successfully complete this post graduate certification in data science, you’ll need to dedicate around 12-15 hours per week. The format is designed to be flexible, so you can pace yourself according to your work schedule.
2. Is there any certification granted at the end of the programme?
Post completion of the programme, a Post Graduate Certificate in Data Science would be granted from IIIT Bangalore.
Post completion of the programme, a Post Graduate Certificate in Data Science would be granted from IIIT Bangalore.
1. What is the refund policy for this program?
Refund Policy:
1. You can claim a refund for the amount paid towards the Program at any time, before the Program Start Date, by visiting www.upgrad.com and submitting your refund form via the "My Application" section under your profile. You can request your Admissions Counsellor to help you in applying and withdrawing for a refund by sending them an email with reasons listed. There shall be no refund applicable once the program has started. This is applicable even for those students who could not complete their payment, and could not be enrolled in the batch opted for. However, the student can avail pre-deferral as per the policy defined below for the same.
2. Student must pay the full fee within seven (7) days of payment of the deposit amount or Batch Start Date, whichever is earlier; otherwise, the admission letter will be rescinded.
3. Request for refund as per point no. 1 of the refund policy must be sent via email in the prescribed refund request form. The refund will be processed within 30 working days of submitting the duly signed refund form, after being duly approved by the Academic Committee.
Refund Policy:
1. You can claim a refund for the amount paid towards the Program at any time, before the Program Start Date, by visiting www.upgrad.com and submitting your refund form via the "My Application" section under your profile. You can request your Admissions Counsellor to help you in applying and withdrawing for a refund by sending them an email with reasons listed. There shall be no refund applicable once the program has started. This is applicable even for those students who could not complete their payment, and could not be enrolled in the batch opted for. However, the student can avail pre-deferral as per the policy defined below for the same.
2. Student must pay the full fee within seven (7) days of payment of the deposit amount or Batch Start Date, whichever is earlier; otherwise, the admission letter will be rescinded.
3. Request for refund as per point no. 1 of the refund policy must be sent via email in the prescribed refund request form. The refund will be processed within 30 working days of submitting the duly signed refund form, after being duly approved by the Academic Committee.
1. Is there any minimum education qualification required for the programme?
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