Practical AI on the Google Cloud Platform: Utilizing Google's State-of-the-Art AI Cloud Services

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