01 - Introduction to Generative AI and LLMs

Are you curious about the fascinating world of Generative AI and Large Language Models (LLMs)? Look no further! In this video, Carlotta Castelluccio takes us through the inner workings of Generative AI and how it is revolutionizing various industries, specifically education.

In this video, we cover:
✅Introduction our startup idea and mission.
✅Generative AI and how we landed on the current technology landscape.
✅Inner working of a large language model.
✅Main capabilities and practical use cases of Large Language Models.

🚀 Are you a startup or got an idea you want to launch?

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[HarpaAI]

🎯 Key Takeaways for quick navigation:

00:00 🎉 *Introduction to Generative AI and Large Language Models*
- Introduction to the course on generative AI and large language models.
- Explanation of how large language models are transforming education through a fictional startup.
- Overview of the course objectives and what will be covered.
01:25 🧠 *Evolution of AI and Language Models*
- The historical development of AI technology, from early chatbots to modern large language models.
- The role of machine learning algorithms and neural networks in advancing natural language processing.
- The emergence of Transformers as a key architecture for large language models.
03:58 🔠 *Tokenization and Model Mechanism*
- Explanation of tokenization and its importance in large language models.
- How large language models predict output tokens and incorporate them into the next iteration.
- The selection process for output tokens and the introduction of randomness for creativity.
06:12 📝 *Prompts and Completions*
- Definition of prompts and completions in the context of large language models.
- Examples of different types of prompts and their use cases.
- Demonstrating the potential of generative AI, particularly in educational contexts.

Made with HARPA AI

[west]

Great !! Thanks a lot for this tutorial !!

[DemianUsul]

I’m worried cause I don’t have access to Azure OpenAI so I can’t follow this course completely. Is there any workaround for this? 😢

[shahidulislamzahid]

In this video, we cover:
✅Introduction our startup idea and mission.
✅Generative AI and how we landed on the current technology landscape.
✅Inner working of a large language model.
✅Main capabilities and practical use cases of Large Language Models.