Course curriculum

  • 01

    Welcome to Generative AI 360

    • Welcome to Generative AI 360

    • A Welcome from the Programme Director | Huy Nguyen Trieu

    • Join our Global Community!

    • Preliminary Survey - Getting Started
  • 02

    Week 1: Generative AI Fundamentals

    • Welcome to Week 1
  • 03

    Day 1: Definition of Generative AI

    • Definition of Generative AI

    • 📐 Quizlet Exercise | Match the AI Terminology
  • 04

    Day 2: Differences between traditional Machine Learning and Generative AI

    • Differences between traditional Machine Learning and Generative AI

    • 📚 Readings

    • ✍ Self Assessment
  • 05

    Day 3: Open AI and ChatGPT

    • Open AI and ChatGPT

    • 📚 Readings

    • 📐 Quizlet Exercise | OpenAI's product match
  • 06

    Day 4: Hands-on project: Getting started with ChatGPT and Creating Customer Personas

    • CAT Framework

    • Project Introduction

    • 📕 Project Handbook

    • Project Tools

    • Project Instructions

    • Project Conclusion
  • 07

    Day 5: Expert interview with Gilles Moyse from Récital

    • 📕 Interview Handbook

    • 🎙️ Industry Expert | Gilles Moyse
  • 08

    Week 1 Conclusion

    • Congratulations

    • 📕 Week 1 Handbook

    • ✍ Self Assessment
  • 09

    Week 2: The Landscape of Generative AI

    • Welcome to Week 2
  • 10

    Day 6: Model Providers

    • Model Providers

    • 📚 Readings

    • 📐 Quizlet Exercise | Find the Model Providers
  • 11

    Day 7: Infrastructure Providers

    • Infrastructure Providers

    • 📚 Readings

    • 📐 Quizlet Exercise | Find the Infrastructure Providers
  • 12

    Day 8: Application Providers

    • Application Providers

    • 📚 Readings

    • 📐 Quizlet Exercise | Match the Application Providers
  • 13

    Day 9: Expert interview with Yasmina Benkhoui from NVIDIA

    • 📕 Interview Handbook

    • 🎙️ Industry Expert | Yasmina Benkhoui
  • 14

    Day 10: Hands-on project: Analysing and extracting information from PDF Reports with AI

    • Project Introduction

    • 📕 Project Handbook

    • Project Tools

    • Project Instructions

    • Project Conclusion
  • 15

    Week 2 Conclusion

    • Congratulations

    • 📕 Week 2 Handbook

    • ✍ Self Assessment
  • 16

    Week 3: Technologies of Generative AI

    • Welcome to Week 3
  • 17

    Day 11: Transformers: a revolutionary breakthrough

    • Transformers : A Revolutionary Breakthrough

    • 📚 Readings
  • 18

    Day 12: Scaling transformers

    • Scaling transformers

    • 📚 Readings
  • 19

    Day 13: Pre-Training Stack

    • Pre-Training Stack in LLMs

    • 📚 Readings
  • 20

    Day 14: Post-Training Stack

    • Post-Training Stack in LLMs

    • LLMs as a new human/machine interface
  • 21

    Day 15: Expert interview with Mehdi Ghissassi from Google DeepMind

    • 📕 Interview Handbook

    • 🎙️ Industry Expert | Mehdi Ghissassi
  • 22

    Week 3 Conclusion

    • Congratulations

    • 📕 Week 3 Handbook

    • ✍ Self Assessment
  • 23

    Week 4: Current applications of AI in financial services

    • Welcome to Week 4
  • 24

    Day 16: Current applications of AI in financial services

    • Current applications of AI in financial services

    • 📚 Readings
  • 25

    Day 17: First applications of Generative AI in finance

    • First applications of Generative AI in finance

    • 📚 Readings
  • 26

    Day 18: Hands-on project: Data Analysis with AI

    • Project Introduction

    • 📕 Project Handbook

    • Project Tools

    • Project Instructions

    • Project Conclusion
  • 27

    Day 19: Expert interview with Prag Sharma from Citi

    • 📕 Interview Handbook

    • 🎙️ Industry Expert | Prag Sharma
  • 28

    Day 20: Expert interview with Petar Petrov and Nikola Lazarov from Eilla.ai

    • 📕 Interview Handbook

    • 🎙️ Industry Expert | Nikola Lazarov, Petar Petrov
  • 29

    Week 4 Conclusion

    • Congratulations

    • 📕 Week 4 Handbook

    • ✍ Self Assessment
  • 30

    Week 5: Future applications in finance

    • Welcome to Week 5
  • 31

    Day 21: Future applications of Generative AI in financial services

    • Future applications of Generative AI

    • 📚 Readings
  • 32

    Day 22: Implementing Generative AI in financial institutions

    • Implementing Generative AI

    • ✍ Self Assessment
  • 33

    Day 23: Expert interview with Jeremie Cornet Vuckovic from Artefact

    • 📕 Interview Handbook

    • 🎙️ Industry Expert | Jérémie Cornet Vuckovic
  • 34

    Day 24: Hands-on project: Analysing Companies Financial Performance with AI

    • Project Introduction

    • 📕 Project Handbook

    • Project Tools

    • Project Instructions

    • Project Conclusion
  • 35

    Day 25: Hands-on project: Create customised AI Chatbot

    • Project Introduction

    • 📕 Project Handbook

    • Project Tools

    • Project Instructions

    • Project Conclusion
  • 36

    Week 5 Conclusion

    • Congratulations

    • 📕 Week 5 Handbook

    • ✍ Self Assessment
  • 37

    Week 6: Data, Risks and Regulation

    • Welcome to Week 6
  • 38

    Day 26: Data privacy for individuals and institutions

    • Data privacy for individuals and institutions

    • 📚 Readings
  • 39

    Day 27: Risks

    • Risks

    • 📚 Readings

    • ✍ Self Assessment
  • 40

    Day 28: Regulation

    • Regulation

    • 📚 Readings

    • ✍ Self Assessment
  • 41

    Day 29: Hands-on project: Using Generative AI for better decision making

    • Project Introduction

    • 📕 Project Handbook

    • Project Tools

    • Project Instructions

    • Project Conclusion
  • 42

    Day 30: Hands-on project: Creating your own Deepfake

    • Project Introduction

    • 📕 Project Handbook

    • Project Tools

    • Project Instructions

    • Project Conclusion
  • 43

    Week 6 Conclusion

    • Congratulations

    • 📕 Week 6 Handbook

    • ✍ Self Assessment
  • 44

    Congratulations on completing the programme!

    • Programme Conclusion

    • Congratulations!

    • 🏆 Share your achievement