Given the demand for AI and the ubiquity of JavaScript, [...] was inevitable. With this Google framework, seasoned AI veterans and web developers alike can help propel the future of AI-driven websites. In this guide, author Gant Laborde (Google Developer Expert in machine learning and the web) provides a hands-on end-to-end approach to [...] fundamentals for a broad technical audience that includes data scientists, engineers, web developers, students, and researchers.

You'll begin by working through some basic examples in [...] before diving deeper into neural network architectures, DataFrames, TensorFlow Hub, model conversion, transfer learning, and more. Once you finish this book, you'll know how to build and deploy production-ready deep learning systems with [...].

• • Explore tensors, the most fundamental structure of machine learning • Convert data into tensors and back with a real-world example • Combine AI with the web using [...] • Use resources to convert, train, and manage machine learning data • Build and train your own training models from scratch