Advanced Certificate in Data Science and ML with Generative AI

Advanced Certificate in Gen AI Powered Data Science with Machine Learning

Masterclasses from IIIT-B faculty with add-on certification

Master Data Science & ML with Excel, SQL, Python and 18+ real-world algorithms

Get job-ready with 100% classroom training and career support

Placement support with 3-year career portal & 1200 hiring partners

Duration 6 Months

Course Fee Starting from ₹60,000

Batch starts 31st May

Merit scholarship is offered to eligible learners

Offline Advanced Data Science Course Curriculum

Learn with a World-Class Curriculum

1. Prep Content

Mathematics for DS/ ML

Developing Logic in Programming + CRSIP DM + Excel

Business Problem Solving using Excel

2. SQL

Basics of SQL

Advanced SQL - I

Data Modelling

Advanced SQL - II

SQL Assignment

3. Python

Intro to Python

Programming in Python

Python for DS - NumPy and Basic Pandas

Pandas

DSA + OOPs

Data Visualisation in Python

Exploratory Data Analysis

Python Assignment

4. Data Visualisation

Data Story Telling + Visualisation using Tableau

Visualisation in PowerBI

Dashboarding Assignment

5. Machine Learning

Inferential Statistics and Hypothesis Testing

Linear Regression I

Linear Regression II

Logistic Regression

Project

6. Advanced ML and Generative AI

Decision Trees

Clustering

Ensemble Models

Natural Language Processing

Neural Networks + Generative AI

Capstone Project

Build a Job-Worthy Project Portfolio

Loan Approval 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 data patterns to assess repayment capability.

Movie Dataset from RSVP Movies (SQL Case Study)

Analyze a movies dataset using SQL to extract insights about popular films and the factors driving their success.

Bike Sharing Assignment

Perform data analysis to understand the factors affecting demand for bike sharing systems and help optimise revenue.

Lead Scoring Case Study

Build a machine learning classification model using demographic and behavioural data to identify leads most likely to convert.

Airbnb Case Study

Analyze Airbnb business data to uncover drivers of growth and help stakeholders solve bottlenecks using data analysis tools.

Advanced ML Case Study – Telecom Churn

Identify customers likely to churn using machine learning models and help telecom companies build data-driven retention strategies.

Ready to turn your Data Science aspirations into reality?

Contact academic counselor Download syllabus

From Learning to Leading

Alok Chauhan

Instructor Data Science Upgrad

10+ years of experience in DA/DS, Ex-L&T, New Holland, Data Arc. Has served on-site for clients in Hongkong, Nepal and Germany.

Shalini Singh

Instructor Data Science Upgrad

12+ years of experience in data analytics, research, consultancy and academia. Ex-Deloitte with experience working with various ministries.

Sarika

Instructor Data Science Upgrad

4.2 years of industrial experience as a Machine Learning Engineer and around 2 years as a Data Science trainer. Specializes in ML and AI.

Sirisha Pamidipati

Instructor Data Science Upgrad

Skilled in data analytics and data science. Previously worked as Sr. Faculty – Data Analytics Training at ExcelR Edtech Pvt. Ltd., Bengaluru. Ex-faculty of BITS Pilani.

Starting from ₹60,000

Pay the full fee at the time of enrollment

Merit scholarship is offered to eligible learners

FAQs

Q. Who is this program for?

Anyone who is looking to enhance their qualification with an advanced certification, boost their employability and increase their chances of landing a new-age job in Data Science, Gen AI with improved opportunities for career growth. Do not take a gap.

Q. Is there an eligibility criteria for this program?

High School Diploma or 10+2.

Q. What is the admission process?

The admissions process is completely online. Step 1 – Fill Application form: Fill out an application giving your basic profile details. Step 2 – Shortlisting and block payment: Once shortlisted, pay a block fee (Non-refundable). Step 3 – Offer letter and payment: Balance to be closed within 7 days or batch start date, whichever is sooner.

Q. What kind of certification will I get after completion of this course?

Post successful completion of this program, you will get an Advanced Certificate in Data Science.

Q. How much time do I need to spend to achieve success in the program?

You will need to spend 20–25+ hrs/week to get optimum results and learn. The program includes video content, industry projects, live instructor sessions, mentoring sessions and online/offline meetups.

Q. How do I know that this program’s curriculum is the best?

The curriculum is developed by globally renowned faculty with inputs from industry experts, making it highly relevant for working professionals. Support services, career assistance and live sessions make it a true classroom experience.

Q. How would these real-industry projects help me?

Industry projects, case studies and experiential learning prepare learners to apply concepts on the job. These projects also serve as a portfolio to boost job placement and career growth.

Q. How much do I pay to block my seat?

You need to pay a small non-refundable amount to block your seat. The exact amount will be mentioned after filling out the application.

Q. Is there any deferral or refund policy for this program?

Refunds are applicable only before the program start date, subject to a processing fee of Rs. 10,000. No refunds are allowed post cohort commencement. EMI payments and loan cancellations are the responsibility of the learner. Deferral policies are mentioned in the offer letter.