Ideal for beginners, developers, and AI enthusiasts looking to build a solid foundation.
Episode 1: Introduction to Generative AI and LLMs
Carlotta Castelluccio discusses Generative AI and large language models, explaining their mechanisms and their transformative impact on various industries, particularly education.
Episode 2: Exploring and Comparing Different LLMs
Carlotta Castelluccio and Pablo Lopes talk about different big language models, how they are used in different industries, and how businesses can take advantage of them.
Episode 3: Using Generative AI Responsibly
Talks about why it's important to use AI responsibly in apps that create content.
It explains how to make sure AI outputs are fair and don't cause harm and gives steps to use AI responsibly.
Episode 4: Understanding Prompt Engineering Fundamentals
Nitya Narasimhan explains the basics of prompt engineering, showing how to create good prompts and improve them to get better results from generative AI.
Episode 5: Creating Advanced Prompts
Chris Noring explores advanced techniques for creating prompts to make AI responses better. He shows how these methods work with real-life examples.
Episode 6: Building Text Generation Applications
Explains the main ideas of creating text with OpenAI and teaches you how to make a text-generation app step by step, changing settings like prompt, temperature, and tokens to get the result you want.
Episode 7: Building Chat Applications
Jasmine Greenaway shows how to build and add smart chat apps into systems we already use. She covers how to customize them, make them work better, and keep an eye on how they perform.
Episode 8: Building Search Apps (Vector Databases)
Dave Glover talks about making smart search apps using vector embeddings. In this episode, he shows how to build a search app for an education startup's video library. The app helps find the right video parts by using and searching through text embeddings.
Episode 9: Building Image Generation Applications
Chris Noring and Pablo Lopes show how to create pictures from text descriptions using models like DALL-E and MidJourney, and guide you through making an image-generation app step by step.
Episode 10: Building Low-Code AI Applications
Someleze Diko explains how to use low-code tools like Microsoft Power Platform with AI. This episode talks about using AI features such as Copilot and AI Builder to make apps and workflows with AI, without needing a lot of coding skills.