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Analyze real-world datasets & extract business insights
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Learners Will Build:
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Learners Will Build:
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Learners Will Build:
Key Outcomes:
Learners Will Build:
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Capstone Deliverable:
Capstone Outcome:
Learning Approach
GenAI Integration
Projects
Outcome
Skill Coverage
FutureStack
Data-first, application-driven
Applied where it adds value
Business & deployment-focused
Job-ready DS + GenAI skills
DS + ML + GenAI + Deployment
Other AI Courses
Tool or theory-heavy
Often absent or superficial
Academic or isolated
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Mostly DS & ML

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.
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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.
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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 | Entry-Level Salary | Mid-Level Salary | Senior / Lead Salary |
Data Analyst | ~₹4 L – ₹6 L per year | ~₹8 L – ₹14 L per year | ₹16 L – ₹26 L+ per year |
Data Scientist | ~₹6 L – ₹10 L per year | ~₹13 L – ₹22 L per year | ₹25 L – ₹45 L+ per year |
Business Intelligence (BI) Analyst | ~₹5 L – ₹7 L per year | ~₹10 L – ₹16 L per year | ₹18 L – ₹30 L+ per year |
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.
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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

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Absolutely. A career gap does not prevent you from enrolling in the program. Whether you're returning to work after a break or planning a career change, the curriculum is designed to help you develop industry relevant skills through hands on learning and projects.
Yes. Final-year students are welcome to join the program. It allows you to start building practical skills in Data Science, Machine Learning, analytics, and Generative AI while you're still studying, helping you gain project experience and prepare for internships, placements, and entry-level roles ahead of graduation.
Yes. The FutureStack: Data Science & GenAI program is designed for learners from both technical and non-technical backgrounds, including B.Com, BBA, B.A., commerce, management, and other non-coding streams. The curriculum begins with the fundamentals and gradually progresses to Python, Data Science, Machine Learning, Generative AI, and hands-on projects, making it approachable even for beginners.
Graduates from any stream including B.E., B.Tech, B.Sc, B.Com, B.A., BBA, BCA, and similar backgrounds can apply for the program. Prior experience in Data Science is not required to get started.
The learning is heavily application focused. Alongside core concepts, you'll spend significant time working with datasets, tools, projects, and implementation exercises that help reinforce real-world skills.
This module focuses on building practical GenAI systems like AI powered data assistants and RAG based chatbots using real implementation workflows. You also learn how LLMs can work alongside analytics systems and Machine Learning outputs to generate smarter insights, automate tasks, and create more interactive AI driven experiences.
The program combines Data Science, Machine Learning, GenAI, and deployment focused learning through practical classroom training and live implementation. You work with technologies like Python, SQL, Power BI, ML models, RAG applications, analytics workflows, and deployment concepts while learning how modern AI and data systems are built and used in real industry environments.
Yes. The curriculum includes hands-on exposure to Generative AI concepts, where you'll work on practical use cases involving AI-powered applications, RAG workflows, and modern AI tools.
You work with industry tools like SQL, Power BI, Python, Hugging Face, NumPy, TensorFlow, GitHub, Pandas, LangChain, Keras, Jupyter, scikit learn, Git, and FAISS through hands on classroom implementation and live datasets. The learning stays heavily practical, so you regularly use these tools while building dashboards, analytics workflows, Machine Learning systems, and GenAI based applications instead of only learning concepts theoretically.
The total program fee is ₹75,000. Depending on eligibility and the applicable admission cycle, candidates may be considered for merit-based scholarships of up to 50%. Flexible EMI and installment options are also available, making it easier to spread the cost of the program over time.
The program runs for 3 months and is designed to keep the learning highly practical, fast paced, and implementation focused from day one. Instead of spending months only on theory, you continuously work on projects, analytics workflows, AI tools, and hands on problem solving while building a deployable capstone project by the end of the program.
Yes, absolutely. You can visit the Learning Support Centre before enrolling to see the facilities, meet the team, understand how the classes are conducted, and get answers to any questions you may have about the curriculum, batches, fees, or career support.
The main learning happens through in person classroom sessions at the Learning Support Centre, where you'll learn directly from instructors and work on hands on activities. You'll also get access to online resources, assignments, and learning portals, so you can continue practicing and revising outside the classroom.
Yes. Lucknow has a growing IT, technology, and business services ecosystem, with increasing demand for professionals who can work with data, analytics, and AI tools. The FutureStack: Data Science & GenAI program can help you build practical skills in these areas, making it a relevant choice for learners looking to prepare for emerging technology careers in the city.
The above statistics depend on various factors and individual results may vary. Past performance is no guarantee of future results.
The student assumes full responsibility for all expenses associated with visas, travel, & related costs. upGrad does not .
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