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IIT/IIM Courses

AI and Machine Learning Course in BTM Layout, Bangalore

    Analyze real-world datasets & extract business insights

    Apply GenAI & RAG for intelligent analytics systems

    Deploy full-stack Data Science & GenAI applications

    Masterclasses from IIIT-B faculty with add-on certification

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

Duration

3 Months

New Batch Starts

17 August 2026

For Enquiry

9321961808

Scholarships

Upto 50%*

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Program Highlights

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Work on 15+ Live Projects

Free Access to 12+ Programming Tools

Industry-Ready Curriculum

Masterclasses by Industry Experts

Career Support & Placement Assistance

3 Years Access to Career Portal

3 Years Access to Learning Portal

Program Curriculum

MODULE 01: Data & Programming Foundations

Learners Will Build:

  • Data ingestion and preprocessing pipelines using Python
  • Exploratory Data Analysis (EDA) workflows on real datasets
  • SQL-based data extraction and reporting queries

Key Outcomes:

  • Clean, preprocess, and structure real-world datasets
  • Perform exploratory analysis to identify trends, anomalies, and data issues
  • Write analytical Python and SQL code for data-driven problems

MODULE 02: Statistics & Machine Learning for Business

Learners Will Build:

  • Regression, classification, and clustering models
  • Feature engineering and preprocessing pipelines
  • Model evaluation and comparison reports

Key Outcomes:

  • Select appropriate ML techniques for business use cases
  • Train, evaluate, and compare machine learning models
  • Interpret model outputs and explain results to stakeholders

MODULE 03: Analytics, Visualization & Insights

Learners Will Build:

  • Interactive dashboards using Power BI
  • Business-focused analytics reports
  • Insight-driven data storytelling presentations

Key Outcomes:

  • Translate analytical results into business insights
  • Build dashboards to support data-driven decision-making
  • Communicate findings clearly using visual and narrative techniques

MODULE 04: GenAI & RAG for Data Applications

Learners Will Build:

  • GenAI-powered data assistants
  • Document-based RAG chatbots
  • AI-enhanced analytics applications

Key Outcomes:

  • Integrate GenAI into data and analytics workflows
  • Build RAG-based applications over enterprise datasets
  • Combine machine learning results with LLM-driven insights

MODULE 05: Deployment & Full-Stack Thinking

Learners Will Build:

  • Deployed analytics and GenAI applications
  • End-to-end data pipelines with AI interfaces
  • Integrated dashboards connected to AI services

Key Outcomes:

  • Deploy Data Science and GenAI applications end-to-end
  • Design full-stack data and AI solutions
  • Present production-ready, business-aligned applications

Capstone: Data Science + GenAI Application

Capstone Deliverable:

  • Business intelligence platform with AI insights
  • Data-driven decision support system
  • GenAI-powered analytics dashboard

Capstone Outcome:

  • Own a data problem from ingestion to deployment
  • Apply Data Science and GenAI in a unified system
  • Deliver a fully functional, deployable application

Get Future-Ready with the Latest AI Tools

  • Python
  • Pandas
  • NumPy
  • SQL
  • Jupyter
  • Hugging Face
  • scikit-learn
  • seaborn
  • Power BI
  • TensorFlow
  • Keras
  • FAISS
  • LangChain
  • Git
  • GitHub

What Makes This Program Stand Out?

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

Partial readiness

Mostly DS & ML

Why Choose upGrad Learning Support Centre near BTM Layout, Bengaluru?

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Guided Industry Projects with Mentorship

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

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Masterclasses by Industry Professionals

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

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5Ps of Learning Methodology

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

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Hands-on Training with Live Projects

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

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3 Years Access to Learning Portal

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

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3 Years Access to Career Portal

Get access to jobs, internships and hiring drives even after completing our classroom program.

Visit us here near BTM Layout, Bengaluru

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

Eligibility Criteria

  • Graduation in any stream (B.E., B.Tech, B.Sc, B.Com, B.A., BBA, BCA, etc.)
  • Students currently pursuing graduation are also eligible
  • Basic understanding of mathematics or logical reasoning is helpful
  • No prior coding or Data Science experience required

Admission Process

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. 

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Submit Your Interest

Fill out the enquiry form on our website. Select your preferred city and centre.

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Speak to our Academic Counsellor

Discuss your background, goals, and best-fit program.

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Confirm Your Batch

Choose from our morning / evening / weekend batches that suit your schedule

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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.

Career Roles You Can Pursue After Completing the FutureStack course at upGrad's Offline Learning Support Centre Near BTM Layout, Bangalore

Job Role

Entry-Level Salary

Mid-Level Salary

Senior / Lead Salary

Data Analyst

~₹5 L – ₹8 L per year

~₹10 L – ₹16 L per year

₹18 L – ₹30 L+ per year

Data Scientist

~₹8 L – ₹14 L per year

~₹16 L – ₹28 L per year

₹30 L – ₹60 L+ per year

Business Intelligence (BI) Analyst

~₹6 L – ₹9 L per year

~₹12 L – ₹20 L per year

₹22 L – ₹38 L+ per year

What Our Learners Have to Say

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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.

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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.

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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.

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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.

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Priyanka Maruti Panchkwade

Data Researcher

Mentored by Top Professionals

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Faculty Members

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Alok Chauhan, Instructor

Alok Chauhan

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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 

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Shalini Singh, Instructor

Shalini Singh

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Data Science & AI

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

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Sirisha Pamidipati, Instructor

Sirisha Pamidipati

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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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Certificate in FutureStack: Data Science & GenAI Course

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Certificate in FutureStack: Data Science & GenAI Course

Complete all the modules and earn your upGrad certificate showcasing your experitse in Data Science & GenAI

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Add on IIITB Certificate

Attend IIITB Masterclass to get an add-on IIITB Certificate

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Guided Internship Certificate

Receive a Guided Internship Certificate for gaining industry-relevant experience from our elite partners

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NSDC Course Completion Certificate

Get NSDC Course Completion Certificate from upGrad

Frequently Asked Questions

The AI and Machine Learning course in BTM Layout covers Data Science, Python, SQL, Machine Learning, Generative AI, Power BI, RAG applications, and deployment. The curriculum combines classroom learning with practical implementation to help you understand how modern AI and data systems are built.

360° Career Support

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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