Gen-AI Powered Data Science Course in HSR Layout

Module1: Excel & GenAI for Analytics

Study

• Excel For Business Problem-solving (CRISP-DM).

• Advanced Formulas, Logical Functions & Analytics Tools.

• Goal Seek, Scenario Manager & Data Tables.

• GenAI For Formula Generation, KPI Explanation & Summaries.

Create

• Superstore Sales Dashboard With GPT

• Automated Reports Using VBA + Gen AI

• Real-world Demand Simulation On Kaggle Datasets

Attempt

• 50+ Excel Interview Questions

• Problem-solving & KPI Explanation Practice

• Scenario-based Excel Tests

Study

• End-to-end ETL & Data Modeling.

• DAX Fundamentals to Advanced Use Cases.

• Power BI & Tableau Visual Analytics.

• Data Storytelling With Gen AI-assisted Narratives.

Create

• Home Loan Default Dashboard (DAX Case Study)

• Retail & Superstore Profitability Dashboards

• Dynamic Tableau Dashboards with Parameters & Joins

Attempt

• 100+ DAX & BI Questions

• Dashboard Critique & Storytelling Exercises

• BI Scenario-based Case Studies

• 4 Weekly Tests

Study

• Relational Databases & ER Modeling.

• Advanced SQL: Joins, Subqueries, Window Functions.

• Query Optimization Using Gen AI.

• SQL + Azure Cloud Integration.

Create

• RSVP Movie Database

• Marketplace Demand-supply Analysis

• Cloud-connected Analytics Workflows

Attempt

• 200+ SQL Interview Questions

• Complex Joins & Case-based Problems

• 1 Employability Test

• 2 Weekly Tests

Study

• Python Fundamentals, Logic & Data Structures.

• Functional Programming & OOP.

• Numpy, Pandas & Data Visualization.

• EDA Techniques with Genai Support.

Create

• Credit Risk Analysis

• Uber Trip Demand Analysis

• Stock Market Analysis Using Yfinance

Attempt

• 250+ Python Coding Questions

• OOP & EDA Interpretation Tests

• Leetcode & Real-dataset Challenges

• 1 Employability Test

Study

• Descriptive & Inferential Statistics.

• Hypothesis Testing, ANOVA & Chi-square.

• Statistical Interpretation Using AI Tools.

Create

• Customer Churn Distribution Analysis

• Bank Credit Scoring Statistical Report

Attempt

• Statistics Problem Sets

• Business Interpretation & Decision-based Tests

Study

• 18+ ML Algorithms & ML Pipelines.

• Feature Engineering & Hyperparameter Tuning.

• Model Explainability (SHAP, LIME).

• Deep Learning: CNNS, RNNS, LSTMS.

• Generative AI, RAG & LLM Workflows.

• Prompt Engineering For NLP, Vision & Agents.

Create

• Credit Risk & Churn Prediction ML Models

• Demand Forecasting System

• LLM-powered Apps (Chatbots, Semantic Search)

• Model Deployment Using Flask, Streamlit & Gradio

Attempt

• ML & AI Case-study Questions

• Model Evaluation & Explainability Tests

• End-to-end Capstone Project

• Python

• pandas

• NumPy

• matplotlib

• seaborn

• tableau

• Plotly

• Power BI

• scikit-learn

• Keras

• TensorFlow

• OpenAI

• Excel

• Azure

• gradio

• Lime

• Flask

• Hugging Face

• Streamlit

• MySQL

• GitHub

• SQL

• kaggle

• Shap

3rd Floor, HSR Optima, No. 1672/A, 14th Main Rd, 7th Sector, HSR Layout, Bengaluru, Karnataka 560102, India

• Graduation in any science / tech stream (B.E., B.Tech, B.Sc, B.C.A., etc.)
• Students pursuing graduation in any of above streams are also eligible
• No coding background required

Source: Ambition Box

upGrad's Data Science Course in HSR Layout Bangalore is available for different category learners, including freshers and working professionals. This Gen-AI powered offline data science course in Bangalore is provided at upGrad's HSR Layout centre. Designed with industry experts, the program covers Python, Machine Learning, Deep Learning, and Generative AI through hands-on projects.

Learners get access to mentorship, mock interviews, and placement support, along with a peer community and career services, delivered from a fully equipped offline centre in the heart of Bangalore's tech corridor.

Why Choose upGrad Learning Support Centre HSR Layout?

Bangalore is India's leading technology hub, and HSR Layout sits right at the centre of its startup and IT ecosystem, making it an ideal location to build a data science career. upGrad's Learning Support Centre in HSR Layout, Bangalore is designed to give learners more than just course access; it offers a complete offline environment to learn, practice, and network.

This hybrid model is one of upGrad's core USPs. Rather than navigating a self-paced online course alone, learners get structured in-person classroom sessions, dedicated lab time, and direct mentorship.

The key facilities provided at this learning support centre:

• Classrooms - Every batch gets access to dedicated, well-equipped classrooms designed for focused and distraction-free learning.

• Smart Labs - Learners get hands-on access to smart labs built for practical coding practice, covering Python, SQL, and machine learning tools.

• Mentorship - Regular one-on-one mentorship sessions with experienced data science professionals help learners get personalised feedback.

• Counselling - Dedicated academic and career counselling to assist with choosing the right learning path based on their background, goals, and the roles they want to move into after the course.

• Interview Rooms - A dedicated space is available for learners to practice and prepare for real interview scenarios, helping them build confidence before facing actual recruiters.

• Networking Events - The centre regularly organises meetups and networking sessions with data science professionals, alumni, and industry experts.

• Student Community - Learners become part of an active, cohort-based student community that encourages collaborative learning and peer support

• Career Services - End-to-end career support is provided, covering resume building, LinkedIn profile optimisation, and a structured job search strategy.

• Mock Interviews - Learners get access to mock interview sessions with detailed feedback from experienced professionals, helping them identify gaps.

Data Science Course Structure at Bangalore

The Data Science course at upGrad's HSR Layout centre takes learners from the fundamentals of programming and statistics to advanced concepts in machine learning, deep learning, and generative AI. The curriculum is built around real-world case studies, industry projects, and tool-based learning, with offline sessions reinforcing what's taught online.

Offline data science classes in Bangalore give dedicated time to code, debug, and get immediate feedback from mentors, which significantly shortens the learning curve compared to studying entirely on your own.

Skills You Will Learn:

• Programming: Python, SQL, and data structures for data analysis

• Statistical Analysis: Hypothesis testing, probability, and exploratory data analysis

• Machine Learning: Regression, classification, clustering, and model evaluation

• Deep Learning: Neural networks, CNNs, RNNs, and model deployment basics

• Generative AI: Prompt engineering, LLM applications, and AI-powered workflows

• Tools: Power BI/Tableau for visualization, Excel, and Git for version control

• Soft Skills: Business communication, stakeholder presentation, and case-study problem solving

Who Should Join upGrad's Data Science Course at HSR Layout Centre?

This course is designed for learners at different stages of their career who want structured, in-person support:

• Freshers and recent graduates looking to enter the data science and analytics field with a strong foundation

• Working professionals in IT, finance, or operations who want to transition into data-driven roles

• Engineers and developers aiming to upskill into machine learning and AI-focused positions

• Managers and business analysts who want to use data for better decision-making

• Entrepreneurs and product professionals who want to understand data science for strategic use

If you prefer structured, in-person guidance over purely self-paced learning, and you're based in or around Bangalore, this offline-supported program is built for you. No prior coding background is mandatory.

Nearby Areas We Cater for the Students

upGrad's HSR Layout Learning Support Centre is accessible to learners across South and East Bangalore, making it convenient for students from several nearby localities to attend offline sessions, mentorship meetings, and networking events.

Career Opportunities After Completing Programs

Bangalore is home to India's largest concentration of tech companies, startups, and global capability centres, making it one of the strongest job markets for data science graduates in the country. Learners trained at the HSR Layout centre benefit directly from this proximity through recruiter connections and placement drives organised at the campus.

Source: Glassdoor

Top Companies Hiring Data Science Learners in Bangalore:

• Flipkart

• Amazon

• Google

• Microsoft

• Accenture

• Deloitte

• Swiggy

• Wipro

• Infosys

• ZS Associates