- Connect with a global network of accomplished upGrad and IIITB Alumni
- Upgrade to a widely recognised and valued Post Graduate Certificate in Data Science & AI (Executive)
- Network with Data Science & AI professionals across all industry sectors
Post Graduate Certificate in Data Science & AI (Executive)
Immerse yourself in hands-on industry projects, stay ahead with a cutting-edge curriculum, benefit from industry mentorship, and foster valuable peer-to-peer networking opportunities—all available to you today. Upon completion, receive the Post Graduate Certificate in Data Science & AI, recognised and respected in the industry. Start shaping your future now!-
TypeCertificate
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Start DateOctober 31, 2024
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Duration8-8.5 Months
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Introduction To PGC In DS & AI (Executive)
Course Snapshot
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300+
Hours of Learning
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Blended
Format
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100k+
Students graduated
- Explore 7+ Case Studies and Industry Projects
- Complimentary Python Programming Bootcamp
- Immerse in 300+ Hours of Online Learning Content
- Exclusive Access to the AI Profile Builder
Key Highlights Of PGC In DS & 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
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Student Support
Program Benefits
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Complimentary Python Programming Bootcamp
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Designed for Working Professionals
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7+ Case Studies and Projects
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Dedicated Student Support
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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
- 24/7 support to answer all your queries! intstudentsupport@upgrad.com
- Centralised WhatsApp channels for queries
About The IIITB PGC Data Science Program
The New Learning Experience
Choose from 5 specialistions (with Generative AI modules), receive industry mentorship, dedicated career support, learn 14+ Programming Tools, Languages and more.
5 Unique Specialisations
Chose any of 5 in-demand specialisations to pursue as per your background & career aspirations in this Post Graduate Certificate in Data Science & AI (Executive) from IIIT-B.
Chose any of 5 in-demand specialisations to pursue as per your background & career aspirations in this Post Graduate Certificate in Data Science & AI (Executive) from IIIT-B.
Read MoreDedicated 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.
Post Graduate Certificate in Data Science & AI (Executive) from IIIT Bangalore
- Connect with a global network of accomplished upGrad and IIITB Alumni
- Upgrade to a widely recognised and valued Post Graduate Certificate in Data Science & AI (Executive)
- Network with Data Science & AI professionals across all industry sectors
Explore Our Learning Platform
Learn on an AI-powered & personalised platform with best-in-class
content, live sessions & mentoring from leading industry experts.
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
Course 1: Data Toolkit
- 12 Weeks
Topics (11)
- Introduction to Python
- Programming in Python
- Python for Data Science
- Data Visualization in Python
- Exploratory Data Analysis
- Credit EDA Case Study
- Inferential Statistics
- Hypothesis Testing
- Data Analysis using SQL
- Advanced SQL & Best Practices
- SQL Assignment: RSVP Movies
Course 2: Machine Learning-I
- 10 Weeks
Topics (8)
- Linear Regression
- Linear Regression Assignment
- Logistic Regression
- Classification using Decision Trees
- Unsupervised Learning: Clustering
- Basics of NLP and Text Mining
- Business Problem Solving
- Case Study: Lead Scoring
Course 3 (Option to choose from 5 tracks)
- 6 Weeks
Topics
- Deep Learning
- Natural Language Processing
- Business Analytics
- Business Intelligence/Data Analytics
- Data Engineering
SPECIALISATIONS
Customize your Learning
Post Course 2 (Machine Learning), choose any one of the below 3 specializations as per your background and career aspirations
Deep Learning
- 6 Weeks
Topics
- Bagging & Random Forest
- Boosting
- Model Selection & General ML Techniques
- Principal Component Analysis
- Advanced Regression
- Advanced ML case Study
- Introduction to Neural Networks and ANN (Optional)
- Backpropogation in Neural Networks (Optional)
- Hyperparameter Tuning in Neural Networks (Optional)
Business Intelligence/ Data Analytics
- 6 Weeks
Topics
- Data Modelling
- Advanced SQL and Best Practices
- Introduction to Big Data and Cloud
- Analytics using Spark
- Big Data Case Study
Data Engineering
- 6 Week
Topics
- Data Management and Relational Database Modelling
- Introduction to Big Data(Optional)
- Introduction to Cloud and AWS Setup
- Introduction to Hadoop and MapReduce Programming
- Assignment (Optional)
- NoSQL Databases and Apache HBase and NoSQL Databases and MongoDB(Optional)
- Data Warehousing (Optional)
- Data Ingestion with Apache Sqoop and Apache Flume
- Map reduce Programming Assignment
Business Analytics
- 6 Week
Topics
- Bagging & Random Forest
- Model Selection & General ML Techniques
- Time Series Forecasting
- Model Selection Case Study
Natural Language Processing
- 6 Weeks
Topics
- Bagging & Random Forests
- Boosting
- Model Selection
- Principal Component Analysis
- Advanced Regression + Time Series Forecasting (Optional)
- Advanced ML Case Study
- Syntactic Processing - I (Optional)
- Syntactic Processing - II (Optional)
INSTRUCTORS
Whom will you learn from?
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4 Instructors
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6 Industry Experts
Chandrashekar Ramanathan
- Dean - Academics
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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
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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
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He is PI and nodal officer of the project under the National Mission for Interdisciplinary Cyber-Physical Systems.
He is PI and nodal officer of the project under the National Mission for Interdisciplinary Cyber-Physical Systems.
Read More
Prof. G. Srinivasaraghavan
- Professor
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Prof. Srinivasaraghavan has a Ph.D. in Computer Science from IIT Kanpur and 18 years of experience with Infosys Technologies.
Prof. Srinivasaraghavan has a Ph.D. in Computer Science from IIT Kanpur and 18 years of experience with Infosys Technologies.
Read More
Hindol Basu
- CEO
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An alumnus of IIT and IIM with over 13 years of experience in analytics with industry leaders such as the CitiGroup, Tata Industries, etc.
An alumnus of IIT and IIM with over 13 years of experience in analytics with industry leaders such as the CitiGroup, Tata Industries, etc.
Read More
S. Anand
- CEO
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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
Mirza Rahim Baig
- Lead | Business Analytics
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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
Sajan Kedia
- Lead Data Scientist (Pricing)
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An alumnus of IIT with over 7 years of experience at Watson at IBM Research, startups & Myntra
An alumnus of IIT with over 7 years of experience at Watson at IBM Research, startups & Myntra
Read More
Rajesh Sabapathy
- Sr Director, Data Science
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Rajesh has 10+ years of experience leading Data Science teams in various domains solving complex problems using Deep Learning & ML technique
Rajesh has 10+ years of experience leading Data Science teams in various domains solving complex problems using Deep Learning & ML technique
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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Engage in collaborative projects with student-mentor interaction
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Benefit by learning in-person with Expert Mentors
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Personalized subjective feedback on your submissions to facilitate improvement
Lead Scoring Case Study
In this case study, the company requires you to build a machine learning classification model wherein using some demographics and behavioral data of the leads (potential buyers), it will be able to identify the ones most likely to convert.
In this case study, the company requires you to build a machine learning classification model wherein using some demographics and behavioral data of the leads (potential buyers), it will be able to identify the ones most likely to convert.
Skills learned
- Logistic Regression
- Decision Trees
- Classification
- ML Modelling
- Model Evaluation
- Business Problem Solving
Credit EDA Assignment
In this assignment, you will work for a consumer finance company which specialises in lending various types of loans to urban customers and use EDA to analyse the patterns present in the data. This will ensure that the applicants are capable of repaying the loan are not rejected.
In this assignment, you will work for a consumer finance company which specialises in lending various types of loans to urban customers and use EDA to analyse the patterns present in the data. This will ensure that the applicants are capable of repaying the loan are not rejected.
Skills learned
- Data Cleaning
- Data Visualisation
- Data Analysis
- Data Interpretation
RSVP Case Study
In this assignment, you will work on a movies dataset using SQL to extract exciting insights about popular films and the factors that drive a film.
In this assignment, you will work on a movies dataset using SQL to extract exciting insights about popular films and the factors that drive a film.
Skills learned
- MySQL
- MySQL Queries
- Data Manipulation
- Data Analysis
Bike Sharing Assignment
Build a regression model to understand the factors on which the demand for bike sharing systems vary on and help a company optimize its revenue.
Build a regression model to understand the factors on which the demand for bike sharing systems vary on and help a company optimize its revenue.
Skills learned
- Linear Regression
- ML Modelling
- Model Evaluation
Big Data Case Study
Understand how a big data project in the industry is taken up and solved through a comprehensive big data case study on cloud.
Understand how a big data project in the industry is taken up and solved through a comprehensive big data case study on cloud.
Skills learned
- AWS
- Big Data with Spark
- PySpark
SQL & Python Lab
Solve intensive programming questions in a competitive lab environment to showcase and evaluate your SQL and Python coding skills.
Solve intensive programming questions in a competitive lab environment to showcase and evaluate your SQL and Python coding skills.
Skills learned
- SQL
- Python
- Data Analysis
Programming Languages and Tools Covered
Class Profile: IIIT Bangalore Data Science Course
Who've enrolled for this course?
IIIT Bangalore's PG in Data Science 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
GGU DBA Alumni Careers
Our Alumni Work At
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 a alumni pool of 10000+
- Lab walkthroughs of industry-driven projects
- Weekly real-time doubt clearing sessions
Program Fees: USD 1,499
Data Science Course Eligibility And Admissions
How to Apply
The admissions process for IIITB’s Post Graduate Certificate in Data Science & AI (Executive) is very easy, and can be done completely online.
Bachelor’s Degree.
Fill in the Application form
Fill out an application giving your basic profile details
Fill out an application giving your basic profile details
Read MoreShortlisting & 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 MorePayment
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
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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 MoreElisha Bax Dibakoane
- Lead Data Scientist at Vodacom
- 16 Years of Experience
upGgrad 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 a comprehensive and enriching learning experience that I have 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 a comprehensive and enriching learning experience that I have 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 MoreHaddon Mwila
- Senior Data Scientist at Zambia Revenue Authority
- 19 Years of Experience
The journey with upGrad has been exciting
It was initially tough to make the decision to resume academics, being 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 aggressive, 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 Masters 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 almost every now and then 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, being 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 aggressive, 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 Masters 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 almost every now and then 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 MoreRajiv Mazumder
- Project Manager at Tata Consultancy Services (TCS)
- 19 Years of Experience
My experience this 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 MoreNoaman Kazi
- Head - Digital Technology, Product delivery at Jawwy
- 20 Years of Experience
Frequently Asked Questions
1. What is the Post Graduate Certificate in Data Science & AI?
The programme is an engaging, yet rigorous 8 - 8.5 months online programme designed specifically for working professionals to develop practical knowledge and skills, and accelerate entry into Data Science careers. The certification is awarded by IIIT Bangalore.
The programme is an engaging, yet rigorous 8 - 8.5 months online programme designed specifically for working professionals to develop practical knowledge and skills, and accelerate entry into Data Science careers. The certification is awarded by IIIT Bangalore.
2. What should I expect from the Post Graduate Certificate in Data Science & AI (Executive)?
Expect to carry out several industry-relevant projects simulated as per the actual workplace, strengthening your knowledge of the fundamental concepts of Data Science.
Expect to carry out several industry-relevant projects simulated as per the actual workplace, strengthening your knowledge of the fundamental concepts of Data Science.
3. What are the topics that will be covered in the programme?
The programme is designed for professionals with limited data analytics experience to help them build their understanding from the basics to an advanced level. The programme covers tools such as Python, MySQL and Excel, as well as important Data Science concepts such as Introduction to Python, Programming in Python, Python for Data Science, Data Visualization in Python and many more.
The programme is designed for professionals with limited data analytics experience to help them build their understanding from the basics to an advanced level. The programme covers tools such as Python, MySQL and Excel, as well as important Data Science concepts such as Introduction to Python, Programming in Python, Python for Data Science, Data Visualization in Python and many more.
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?
At least 12-15 hours per week of time commitment is expected to be able to graduate from the programme.
At least 12-15 hours per week of time commitment is expected to be able to graduate from the programme.
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?
upGrad Learner Support
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