Practical AI on the Google Cloud Platform
Utilizing Google's State-of-the-Art AI Cloud Services
Price | $44.26 - $52.76
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Rating | |
Author | Micheal Lanham |
Publisher | O'Reilly Media |
Published | 2020 |
Pages | 394 |
Language | English |
Format | Paper book / ebook (PDF) |
ISBN-10 | 1492075817 |
ISBN-13 | 9781492075813 |
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.
- Micheal Lanham (2 books)
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