Building AI Products

11:00 a. m. - 12:00 p. m. (UTC)

Building NLP Products with OpenAI What is this session about? Everyone is talking about OpenAI . Your social media feeds are filled with screenshots and images that your friends and colleagues have created using services like ChatGPT and DALL-E. In this session we will explore how we can start to build products with the OpenAI services and NLP techniques. Who Should Attend Anyone interested in learning how to use OpenAI / GPT-3 to build products. • A data expert seeking to improve your AI expertise • An entrepreneur looking to revolutionize the AI industry • A business leader seeking to enhance your AI knowledge and apply it to informed decision making • A content creator in the language domain looking to utilize GPT-3's language abilities for creative and imaginative projects • Anyone with an AI idea that was previously deemed technically unfeasible or too costly to execute What will I learn The mindset needed to build products with OpenAI API Working with the available OpenAI services like GPT-3, ChatGPT, DALL-E How to design prompts for your specific usecases. Breaking down the OpenAI API in essential components, explaining their functions and best practices. How to go from playground to production by deploying a simple Python application.

5:00 p. m. - 6:00 p. m. (UTC)

Building AI Products with HuggingFace What is this session about? In this session we will explore how anyone can start building AI products using the open-source libraries available on Hugging Face. We will discover what the Hugging Face Transformers library is, how it works and how you can start using it in your AI projects. After we will look at Gradio and how we can make web-based demos for our AI projects. Who Should Attend Anyone interested in building AI products using the open-source libraries and services of Hugging Face What will I learn Introduction to the Hugging Face What is the Transformers Library and other available Hugging Face libraries. How to share your AI/ML demos with Gradio

4:00 p. m. - 5:00 p. m. (UTC)

** Building AI Products with Nvidia and Azure ** // In this session we will use discover how developers can use the NVIDIA Metropolis SDK to build end-to-end Computer Vision products. We will start with some basics and important things to think about when building AI products using Computer Vision. Then we will move to training, building and deploying our model using the vision AI tools from NVIDIA and Azure. Who Should Attend Any developers and learners wanting to understand how build AI and Computer Vision Products. What will I learn How to build AI Computer Vision Products How to work with the NVIDIA Metropolis SDK How to deploy your Computer Vision model using Azure