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.
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Syllabus for Entrepreneurship Development
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.