Working with AI is complicated and expensive for many developers. That's
why cloud providers have stepped in to make it easier, offering free (or
affordable) state-of-the-art models and training tools to get you
started. With this book, you'll learn how to use Google's AI-powered
cloud services to do everything from creating a chatbot to analyzing
text, images, and video.
Author Micheal Lanham demonstrates methods for building and training
models step-by-step and shows you how to expand your models to
accomplish increasingly complex tasks. If you have a good grasp of math
and the Python language, you'll quickly get up to speed with Google
Cloud Platform, whether you want to build an AI assistant or a simple
business AI application.
- Learn key concepts for data science, machine learning, and deep
learning
- Explore tools like Video AI and AutoML Tables
- Build a simple language processor using deep learning systems
- Perform image recognition using CNNs, transfer learning, and GANs
- Use Google's Dialogflow to create chatbots and conversational AI
- Analyze video with automatic video indexing, face detection, and
TensorFlow Hub
- Build a complete working AI agent application