Building AI Startups & AI Mindset
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The document discusses the nature of artificial intelligence (AI) and its ability to mimic human perception through various technologies. It contrasts classical programming with AI/ML paradigms, emphasizes the importance of data in training AI models, and raises questions about data availability, cost, and access. Additionally, it highlights the impact of AI on software development and decision-making processes.
Building AI Startups & AI Mindset
- 1. Breaking down the AI thinking Manish Singhal @manish_saarthi
- 2. What is AI?
- 3. Technologies that mimic human perception!
- 4. Rule Based vs Pattern Based
- 5. Confidential: Please do not share without explicit permission Software is eating the world & AI is eating Software 5 Classical Programming Data Rules Answers
- 6. Confidential: Please do not share without explicit permission Software is eating the world & AI is eating Software 6 Classical Programming Data Rules Answers AI / ML Paradigm Data Rules Answers
- 7. Confidential: Please do not share without explicit permission7 What is the big deal?
- 8. Confidential: Please do not share without explicit permission8 Grey Area Decision Making
- 9. Why AI?
- 10. Confidential: Please do not share without explicit permission10 Concept of AI First & AI Second
- 11. Confidential: Please do not share without explicit permission11 Understanding Data
- 12. Confidential: Please do not share without explicit permission Understanding Data 12 Are there data sets easily available? Do you need to generate your own data? What is the cost of Data? Can others get access to the same data easily? In deployment, do you get runtime data which you can use to train? Is data a by-product of any other business process? Is your model data hungry or data optimal
- 13. Deep Learning vs Feature Model Engineering
- 14. Confidential: Please do not share without explicit permission For more information Manish Singhal manish@piventures.in 14 www.piventures.in *Thanks to Prof Shivaram from IIT Mumbai for the phrase J AI HIND*