Introduction to Generative AI Vs Traditional ML

Presented in JAIN College FDP Program

1. Generative AI Introduction Sreedevi Gogusetty

2. What is AI How it differs from traditional machine learning methods What Generative AI is How it is used How it works Transformer Architecture Demo

3. Artificial Intelligence A machine 🤖 mimics “cognitive functions“ that humans associate with other human minds 🧠 such as “learning” and “problem solving (Russell & Norvig, 2009) Human Brain vs Neural networks Human Brain : Billions of interconnected neurons that communicate through electrical and chemical signal Neural networks : Interconnected nodes or artificial neurons that process and transmit the information

4. Neural networks are computational models that mimic the structure and function of biological neural networks. Interconnected units called artificial neurons learn patterns from data.

5. How Generative AI Works?

6. How Generative AI Works?

7. How Generative AI Works?

8. How Generative AI Works?

9. How Generative AI Works?

10. How Generative AI Works?

11. How Generative AI Works?

12. How Generative AI Works?

13. Demo using foundational models Using llama2 Api Use Case: Blog Summarizer Use Case: Auto posting in LinkedIn Using Gemini Api Use Case: Image Classification and Image Extraction Use Case: Doctor Assistant Use Case: Doctor Prescription Summarizer