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IIIT Bangalore
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Doctor of Business Administration from Rushford Business School, SwitzerlandGolden Gate University
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Golden Gate University
DBA in Emerging Technologies with a concentration in Generative and Agentic AIMachine Learning
Machine Learning
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O.P Jindal Global University
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upGrad | Microsoft
Gen AI Foundations Certificate Program from MicrosoftIIIT-B & IIM, Udaipur
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Liverpool John Moores University
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upGrad | Microsoft
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Knowledgehut
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PMP® Certification-7f4b4f34e09d42bfa73b58f4a230cffa.webp&w=128&q=75)
Knowledgehut
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Knowledgehut
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Knowledgehut
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PRINCE2 Agile® Practitioner CertificationManagement Certifications
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Knowledgehut
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30 August 2026
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Work on 15+ Live Projects
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3 Years Access to Learning Portal
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
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upGrad's Data Science Program
In-built access to all tools (Cloud-based)
ChatGPT, Copilot, Gemini for coding & analytics
8–12 real industry projects
Airbnb, Zomato, Uber, Netflix
Live apps (Streamlit/FastAPI/Docker)
GitHub + Live Dashboards + ML Apps
Module-wise + MAANG-level mock rounds
3 Years access to job portal & support
Other Data Science Courses
Tools only available in institute lab
Not included
2–3 basic or dummy projects
Generic examples
Mostly not taught
Certificate-focused
Basic interview tips
Limited or none

Work on real-world projects with 1:1 mentorship as part of our classroom program.

Exclusive sessions on real-world best practices and emerging tech.

Our methodology follows five stages: pre-class preparation, concept understanding, guided practice, problem-solving, and real-world projects.

Build real-world applications and gain confidence through our classroom program.

Get membership to learner management system with free built-in tools to practice real-world learning.

Get access to jobs, internships and hiring drives even after completing our classroom program.
Visit our Learning Support Centre near Rajarhat. Meet our experts, explore programs in detail, and see how our blended learning approach helps you achieve real career growth.
Visit us
Location
Phone Number
Working Hours
Advantage Tower, 2nd, EN-27, More, near WEBEL, EN Block, Sector V, Bidhannagar, Kolkata, West Bengal 700091, India
Aptitude Training
Resume Building
LinkedIn Profile Evaluation
Interview Question Bank
1:1 Mock Interview Calls
Hands-on Technical Learning
Soft Skill Training
GD/Interview Prep
Please find below the detailed steps to be followed as a part of the admission process.
Start Your Application
Follow the below application process to begin your enrollment process.
Submit Your Interest
Fill out the enquiry form on our website. Select your preferred city and centre.
Speak to our Academic Counsellor
Discuss your background, goals, and best-fit program.
Confirm Your Batch
Choose from our morning / evening / weekend batches that suit your schedule
Start Learning
Once enrolled, you’ll receive onboarding details and access to learning resources. You can then begin your offline learning experience at the selected upGrad centre.
Job Role | Average Salary in Kolkata |
AI Engineer | INR 12 LPA |
Data Scientist | INR 12 LPA |
Machine Learning Engineer | INR 9 LPA |
Business Intelligence Analyst | INR 8.5 LPA |
Data Analyst | INR 8 LPA |
Source: AmbitionBox
Implementation Engineer, AB Knowledge Systems
With a year of internship experience, I joined upGrad because of its strong reputation for helping students upskill and secure good jobs. The learning experience has been excellent, with well-structured content relevant to market demands. I've gained new skills and deepened my knowledge. I highly recommend upGrad for anyone serious about advancing their career.

Atharva Bhapkar
Implementation Engineer
Specialist Programmer, Infosys
I had no work experience and was unsure about entering the Data Science field. A friend introduced me to upGrad, where I received great support, especially with resume building. The teaching staff is well versed in the field including help with professional profiles. upGrad is an ideal choice for upskilling, thanks to its mentorship and personalized support.

Mansi Deepak Kodgire
Specialist Programmer
Assistant Manager - Sales
With 6+ years in the non-IT domain, I chose upGrad to help me transition into IT. Its curriculum provided me with in-depth skills in data science and AI-ML, and the instructors at the Indore centre offered invaluable one-on-one support. For anyone seeking to break into Data Science or shift to IT, this program is a great choice for gaining technical expertise.
-de17405884154c62af47f86150ecd1f7.webp&w=256&q=75)
Aniket Gogaliya
Assistant Manager
Software Engineer, Incred Money
Before upGrad, I wanted to strengthen my technical skills and transition into a more technical role. I chose upGrad for its structured curriculum in Data Structures and Algorithms (DSA) and MERN Stack Development. The hands-on projects and real-world applications enhanced my skills, making me job ready. Now, I’m excited and prepared to take the next step in my career.

Swaroop Ramdas Chavan
Software Engineer
Data Researcher, Collegedunia
As a recent Computer Science graduate, I felt I needed practical, job-ready skills in Data Science. I chose upGrad for its job-focused learning and reputable partnerships, which offered hands-on courses, live sessions, mentor support, and real projects. This experience built my confidence and gave me the skills to tackle real Data Science projects in my career.

Priyanka Maruti Panchkwade
Data Researcher
3
Faculty Members

Data Science & AI
10+ years of experience in DA/DS, Ex-L&T, New Holland, Data Arc, has served on site for clients in Honkong, Nepal and Germany

Data Science & AI
12+ years of experience in data analytics, research, consultancy and academia, Ex-Deloitte having experience working with various ministries… Read More

Data Science & AI
Skilled in data analytics and data science. Previously worked as Sr. Faculty - Data Analytics Training in ExcelR Edtech Private Limited, Ben… Read More

Complete all the modules and earn your upGrad certificate showcasing your experitse in Data Science and ML-AI

Attend IIITB Masterclass to get an add-on IIITB Certificate
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Receive a Guided Internship Certificate for gaining industry-relevant experience from our elite partners
Free tutorials teach isolated concepts; this program builds a structured, six-module progression from Excel and SQL through Machine Learning and GenAI, backed by 15+ live projects, mentor feedback, and an IIIT-Bangalore add-on certificate you can point to in interviews.
Yes, that's a common starting point. The curriculum assumes zero prior coding background and builds progressively, so professionals switching from operations, finance, or admin roles regularly complete it and move into analytics or data roles.
Most of it is hands-on. Beyond classroom sessions, you'll work through 15+ live projects, including brand-based case studies like Airbnb and Uber, and a final capstone project tying together Data Science, ML, and GenAI into one deployable application.
The program runs across 6 months of structured classroom sessions, with additional project time expected outside class. Morning, evening, or weekend batches can be chosen to fit around a full-time job.
Both. The final module is dedicated entirely to AI and Machine Learning, covering 18+ ML algorithms alongside GenAI, RAG, and LLM workflows, so you graduate with both classical ML and applied GenAI skills.
The nearest classroom is upGrad's Sector V centre in Salt Lake. Rajarhat is explicitly listed as one of the centre's accessible catchment areas, so the commute is generally manageable.
The centre is reachable by bus, cab, or Kolkata Metro from Rajarhat, given the area's growing connectivity toward Sector V; exact travel time will depend on traffic and your specific starting point within Rajarhat.
You can visit during operating hours (10 AM to 8 PM, all seven days), but booking ahead is recommended so a counsellor is available to walk you through the curriculum and answer questions properly.
Sessions are led by real instructors with substantial industry experience, including faculty who've worked at firms like L&T and Deloitte, with recorded lecture access provided separately for revision, not as a substitute for live teaching.
The exact fee depends on current offers and eligibility. It's best to confirm the figure directly with an academic counsellor, since scholarships and instalment plans can meaningfully change your final payable amount.
Yes, EMI options are typically available across upGrad's classroom programs, so learners aren't required to clear the entire fee upfront. Confirm exact terms with the admissions team.
Yes, merit-based scholarships of up to 50% are offered to eligible learners, alongside flexible payment options. A counsellor can walk you through what applies based on your background and eligibility.
Learners receive 360° career support, including resume building, LinkedIn profile evaluation, an interview question bank, 1:1 mock interview calls, soft skill training, and a dedicated placement cell connected to 1,200+ hiring partners.
By role, AI Engineers and Data Scientists earn around ₹12 LPA, Machine Learning Engineers around ₹9 LPA, Business Intelligence Analysts around ₹8.5 LPA, and Data Analysts around ₹8 LPA.
Top recruiters include TCS, EY, Genpact, Accenture, Cognizant, Capgemini, Ericsson, PwC India, HSBC, and Infosys, all of which have a genuine, ongoing presence in Kolkata's IT and analytics ecosystem.
Given the centre's confirmed accessibility from Rajarhat, along with live mentorship, 15+ projects, and a placement cell connected to major recruiters, the structured offline format offers a genuine alternative to self-paced online learning for working professionals.