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Advanced Programme in Data Science

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    • ∣   Advanced Programme in Data Science

Accelerate your career in data science by mastering concepts of Analytics, Statistics, Machine Learning and Big Data from the most influential analytics leaders and academicians of India

The 12-month online Advanced Programme in Data Science, co-developed by IIIT Bangalore and powered by upGrad, has been especially designed for Diploma Holders and Undergraduate holders to help them build a strong foundation in the exciting field of Data Science.

Program Highlights:

  • Certificate from IIIT-B & Alumni Status: Get certified by IIIT-B and gain dual alumni status (IIIT-B & upGrad) on successful completion of the program.                                     
  • For The Industry, By The Industry: Learn from 60+ case studies & industry projects, along with industry experts to mentor you throughout the program.
  • Dedicated Career Assistance: Receive 360 degree career support from mock interviews with hiring managers, resume building, career fairs, industry mentors and much more.
  • Personalised mentorship: Get unparalleled personalised mentorship and doubt resolution from IIIT-B faculty and upGrad’s panel of industry experts.
  • Blended Learning: Learn with the ease and flexibility of recorded sessions as well as live sessions - designed to ensure a wholesome learning experience.

Please feel free to send an email to admissions-apds@iiitb.ac.in for any queries and clarifications.

Apply Now    Download Brochure    Enquiry

The program curriculum has been designed to give an in-depth understanding of Data Science. The curriculum, meticulously designed with inputs from the industry, will equip participants with deep knowledge of statistics, expertise in relevant tools/languages and understanding of cutting-edge algorithms and applications. The key areas of focus will be:

Pre-Program Preparatory Content

  • Data Analysis in Excel
  • Analytics Problem Solving

Course 1 - Data Toolkit

  • Introduction to Python - I
  • Introduction to Python - II
  • Programming in Python
  • Data Analysis using SQL
  • Advanced SQL I
  • Advanced SQL II
  • SQL Assignment
  • Python for Data Science
  • Visualization in Python
  • IMDb Movie Case Study

Course 2 - Statistics and EDA

  • Exploratory Data Analysis
  • Uber Supply Demand Assignment
  • Inferential Statistics
  • Hypothesis Testing
  • Statistics Case Study

Course 3 - Machine Learning I

  • Introduction to Machine Learning and Linear Regression
  • Linear Regression Assignment - Bike Sharing Systems
  • Logistic Regression
  • Tree Models
  • Case Study: Lead Scoring

Course 4 - Machine Learning II

  • Unsupervised Learning: Clustering
  • Clustering Assignment
  • Model Selection & General ML Techniques
  • Business Problem Solving
  • Telecom Churn Case Study

Course 5 - Analytics for Managers

  • Structured Problem Solving using Frameworks
  • Visualisation using Tableau
  • Data Storytelling
  • Visualisation and Storytelling Case Study

Course 6 - Capstone Project

Question Answer

What is the Advanced Programme in Data Science with upGrad?

The Advanced Programme is an engaging yet rigorous 12-month online program designed specifically for working professionals to develop practical knowledge and skills, establish a professional network, and accelerate entry into data science careers. The diploma is awarded by IIIT Bangalore.

What should I expect from the Advanced Programme 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.

Which topics are going to be covered as part of the program?

The program is designed for working professionals looking for a transition into the data domain. The program will first take the learner through the Data Toolkit, introducing python and SQL. Then, the topics of Statistics and EDA will be taught, followed by 2 courses on Machine Learning. Finally, Analytics for Managers will be covered and the program ends with a 5 week Capstone Project.

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.

Is any certification granted at the end of the program?

Post successful completion of the program, a Certification for “Advanced Programme in Data Science” would be granted from IIIT Bangalore.

What is the time commitment expected for the program?

At least 12-15 hours per week of time commitment is expected to be able to graduate from the program.

What is the program fee for the Advanced Programme in Data Science?

The program is priced at ₹2,60,000 inclusive of taxes.

What is the selection process for this program?

upGrad, IIITB, world-renowned faculty, and many industry leaders have committed a lot of time in conceptualising and creating this program to make sure that the learners can receive the best possible learning experience in data analytics. Hence, we want to make sure that the participants of this program also show a very high level of commitment and passion for Data Science.

The applicants will have to take a selection test designed to check their aptitude and quantitative abilities. The applicants can skip the test if they meet one of the following criteria:

GRE score is greater than 300

GMAT score is greater than 650

CAT score is greater than 90 percentile

Is there any minimum educational qualification required to take this program?

To be eligible for the program, the learner must have graduated with a degree or a diploma. Final year undergraduate students can also apply for the program.