Название: Generative AI for Beginners: A Practical Guide to Understanding and Creating with AI Models
Автор: Ravi Prasad
Издательство: Independently published
Год: November 16, 2024
Страниц: 341
Язык: английский
Формат: epub
Размер: 34.9 MB

Embark on an exciting journey into the world of Generative Artificial Intelligence with this practical and beginner-friendly guide. Whether you're curious about how AI models like ChatGPT and DALL-E work, or eager to create your own AI-powered projects, this book provides the perfect starting point.

Explore the fundamental concepts of Generative AI, demystifying topics like Machine Learning, neural networks, and natural language processing (NLP) with clear explanations and real-world examples. Discover how these technologies power applications in text, image, and music generation, and learn step-by-step how to build and experiment with your own AI creations.

Packed with hands-on tutorials, helpful resources, and expert tips, Generative AI for Beginners empowers you to harness the potential of cutting-edge AI models—no prior experience required. Perfect for students, hobbyists, and professionals alike, this guide will help you turn your AI curiosity into innovative creations.

Autoencoders are a type of artificial neural network (ANN) used to learn efficient coding of unlabeled data. They have become an essential tool in the field of Machine Learning and Deep Learning. This chapter provides a step-by-step guide to implement autoencoders in the Python programming language. We will use the MNIST dataset for our example. We will cover the necessary setup, data preprocessing, model building, training, and visualisation of the results. We will use the MNIST dataset of handwritten digits for our example. Let’s explore the steps to implement autoencoders using Python programming language.

Unlock your creativity with AI—start your journey today!