Practical AI on the Google Cloud Platform utilizing Google's state-of-the-art AI cloud services
- Responsibility
- Micheal Lanham.
- Digital
- text file
- Edition
- First edition, first release.
- Publication
- Beijing : O'Reilly, [2021]
- Physical description
- 1 online resource illustrations (black and white), maps (black and white)
Online
Available online
More options
Description
Creators/Contributors
- Author/Creator
- Lanham, Micheal, author.
Contents/Summary
- Summary
- 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.
Subjects
Bibliographic information
- Publication date
- 2021
- Title variation
- Practical artificial intelligence on the Google Cloud Platform
- ISBN
- 9781492075769 (e-book)
- 1492075760
- 9781492075813 paperback
- 1492075787
- 9781492075783
- 1492075809
- 9781492075806
Browse related items
Start at call number:
