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B.E. (Artificial Intelligence and Data Science) Entrepreneurship Development Syllabus - Mumbai University 2026

This is the SY BE AI and DS syllabus under NEP 2020, in force from the academic year 2025-26. The third and fourth years of this degree are still taught on the earlier CBCS REV-2019 'C' Scheme, because the University has published no NEP syllabus for Semesters V to VIII of any engineering branch.

Entrepreneurship Development.pdf
Semester 3 · SY BE AI and DS · NEP 2020

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Syllabus for Entrepreneurship Development

Semester 3 · SY BE AI and DS · NEP 2020

Module 0: Prerequisite 01 hours

  • Fundamentals of communication and leadership skills.

Module I: Introduction to Entrepreneurship 02 hours

  • Definition, Characteristics, and Types of Entrepreneurs. Entrepreneurial Motivation and Traits. Start-up Ecosystem in India. Challenges in Entrepreneurship

Module II: Business Idea Generation & Validation 04 hours

  • Ideation Techniques: Design Thinking, Brainstorming, Mind Mapping. Business Model Canvas (BMC). Market Research & Customer Validation. Minimum Viable Product (MVP) Concept.

Module III: Business Planning & Strategy 04 hours

  • Writing a Business Plan. SWOT Analysis and Competitive Analysis. Financial Planning and Budgeting. Risk Assessment and Management

Module IV: Funding and Legal Framework 05 hours

  • Sources of Funding: Bootstrapping, Angel Investors, Venture Capital Government Schemes & Start-up India Initiatives. Business Registration & Legal Formalities. Intellectual Property Rights (IPR) & Patents

Module V: Marketing & Digital Presence 05 hours

  • Branding and Digital Marketing. Social Media Marketing & SEO. Customer Relationship Management (CRM). E-commerce & Online Business Models

Module VI: Business Pitching & Prototype Development 05 hours

  • Pitch Deck Preparation & Presentation Techniques. Prototyping with Open-source Tools. Elevator Pitch & Investor Pitch. Case Studies of Successful Start-ups

Module 01: Business Idea Generation using Mind Mapping. 02 hours

Module 02: Conducting Market Research & Customer Validation. 02 hours

Module 03: Preparing a Business Model Canvas for a Startup Idea. 02 hours

Module 04: Developing a Financial Plan & Break-even Analysis. 02 hours

Module 05: Creating a Website using WordPress/Wix. 02 hours

Module 06: Social Media Marketing Campaign using Open-source Tools. 02 hours

Module 07: Digital Prototyping using Figma/Inkscape. 02 hours

Module 08: Business Pitch Deck Preparation & Presentation. 02 hours

Module 09: Exploring Government Schemes for Startups. 02 hours

Module 10: Legal Compliance & IPR Basics (Case Study). 02 hours

List of Assignments / Tutorials

Module 01 02 hours

  • a. Write a report on any successful entrepreneur and their startup journey.
  • B Conduct SWOT analysis for a real-life startup.

Module 02: Develop a business idea and create a one-page business plan. 02 hours

Module 03: Conduct market research using surveys & present findings. 02 hours

Module 04: Design a simple logo and branding strategy for a startup. 02 hours

Module 05: Create a financial model and cost estimation for a startup. 02 hours

Module 06: Make a case study report on startup failure analysis. 02 hours

Text Books

  • 1 "Entrepreneurship Development and Small Business Enterprises" – Poornima M. Charantimath, Pearson, 3rd Edition, 2021.
  • 2 "Innovation and Entrepreneurship" – Peter F. Drucker, Harper Business, Reprint Edition, 2019.
  • 3 "Startup and Entrepreneurship: A Practical Guide" – Rajeev Roy, Oxford University Press, 2022.
  • 4 "Essentials of Entrepreneurship and Small Business Management" – Norman Scarborough, Pearson, 9th Edition, 2021.
  • 5 "The Lean Startup" – Eric Ries, Crown Publishing, 2018.

References

  • 1 "Disciplined Entrepreneurship: 24 Steps to a Successful Startup" – Bill Aulet, MIT Press, 2017.
  • 2 "Zero to One: Notes on Startups, or How to Build the Future" – Peter Thiel, 2014.
  • 3 "The $100 Startup" – Chris Guillebeau, Crown Business, 2019.
  • 4 "Business Model Generation" – Alexander Osterwalder & Yves Pigneur, Wiley, 2020.
  • 5 "Blue Ocean Strategy" – W. Chan Kim & Renée Mauborgne, Harvard Business Review Press, 2019.

Online Resources

  • 1 Startup India Portal – https://www.startupindia.gov.in
  • 2 MIT OpenCourseWare – Entrepreneurship – https://ocw.mit.edu/courses/sloan-school-of-management/
  • 3 Coursera – Entrepreneurship Specialization https://www.coursera.org/specializations/entrepreneurship
  • 4 Harvard Business Review – Entrepreneurship Articles https://hbr.org/topic/entrepreneurship
  • 5 Udemy – Startup & Business Courses https://www.udemy.com/courses/business/entrepreneurship/ Canva – Designing pitch decks, social media posts, and branding materials. Trello / Asana – Project management for startups. GIMP / Inkscape – Graphic design and logo creation. WordPress / Wix – Website development for startups. OpenCart / PrestaShop – E-commerce website setup. Figma – UI/UX design and prototyping. LibreOffice Calc – Financial planning and budgeting. Google Suite (Docs, Sheets, Slides) – Documentation and presentations. Python (Pandas, Flask, Django) – Data analytics and web application development. MailChimp – Email marketing and customer engagement.

Reproduced from the University of Mumbai syllabus for B.E. (Artificial Intelligence and Data Science), item 6.20 (N), under NEP 2020, in force from the academic year 2025-26. Wording, module numbering and hours are as printed in that syllabus.

The complete syllabus

This subject is cut from the University circular for its year. Open a document here if you want the whole thing rather than a single subject.

PDF B.E. Artificial Intelligence and Data Science - First Year, Semester I and II - NEP 2020 - Item 7.7 (R-A) NEP 2020, Semesters I and II, in force from 2024-25 Read full PDF Read
PDF B.E. Artificial Intelligence and Data Science - Second Year, Semester III and IV - NEP 2020 - Item 6.20 (N) NEP 2020, Semesters III and IV, in force from 2025-26 Read full PDF Read
PDF B.E. Artificial Intelligence and Data Science - Third Year, Semester V and VI - CBCS REV-2019 C Scheme - Item 6.42 (R) CBCS REV-2019 'C' Scheme, Semesters V and VI, in force from 2022-23 Read full PDF Read
PDF B.E. Artificial Intelligence and Data Science - Fourth Year, Semester VII and VIII - CBCS REV-2019 C Scheme - Item 6.12 (N) CBCS REV-2019 'C' Scheme, Semesters VII and VIII, in force from 2023-24 Read full PDF Read
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