Generating New Recipes using GPT-2

via Coursera

Overview

Discover the art of creating unique recipes with the power of AI in our latest course, "Generating New Recipes using GPT-2", offered exclusively on Coursera. This immersive 2-hour project is designed to introduce you to the fundamentals of preprocessing a text dataset filled with various recipes. You'll divide your dataset into training and validation sets, setting the stage for the magic to happen.

Learn the intricacies of fine-tuning deep, generative models through the HuggingFace library, all within the accessible environment of Google Colab. This project dives deep into the practical applications of GPT-2, teaching you how to harness its capabilities to generate realistic and unique recipes from a list of ingredients.

The course is not just about learning to generate text; it aims to provide a comprehensive understanding of the resources required for large-scale model fine-tuning, the process of knowledge distillation, and its importance in AI applications. It's designed for participants who are keen on exploring the possibilities of AI in culinary creation, highlighting the balance between technology and creativity.

While this course is optimized for learners in the North America region, efforts are underway to bring this enriching experience to other regions as well. Enroll in this project under the categories of Deep Learning Courses, ChatGPT Courses, and GPT-2 Courses on Coursera and embark on your journey to becoming an AI-powered culinary artist today!