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Practical AI on the Google Cloud Platform (Utilizing Google's State-of-the-Art AI Cloud Services)
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Product Details
Author:
Micheal Lanham
Format:
Paperback
Pages:
391
Publisher:
O'Reilly Media (November 24, 2020)
Language:
English
ISBN-13:
9781492075813
ISBN-10:
1492075817
Dimensions:
7" x 9.19"
File:
TWO RIVERS-PERSEUS-Metadata_Only_Perseus_Distribution_Customer_Group_Metadata_20251022163324-20251022.xml
Folder:
TWO RIVERS
List Price:
$69.99
As low as:
$60.19
Publisher Identifier:
P-PER
Discount Code:
C
Case Pack:
10
Country of Origin:
United States
Pub Discount:
60
Weight:
22.08oz
Imprint:
O'Reilly Media
Overview
AI is complicated, but 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. In this book, AI novices will learn how to use Google’s AI-powered cloud services to do everything from analyzing text, images, and video to creating a chatbot.
Author Micheal Lanham takes you step-by-step through building models, training them, and then expanding on them to accomplish increasingly complex tasks. If you have a good grasp of math and the Python language, this book will get you up and running with Google Cloud Platform, whether you’re looking to build a simple business AI application or an AI assistant.
- Learn key concepts for data science, machine learning, and deep learning
- Explore tools like Video AI, AutoML Tables, the Cloud Inference API, the Recommendations AI API, and BigQuery ML
- Perform image recognition using CNNs, transfer learning, and GANs
- Build a simple language processor using embeddings, RNNs, and Bidirectional Encoder
- Representations from Transformers (BERT)
- Use Dialogflow to build a chatbot
- Analyze video with automatic video indexing, face detection, and TF Hub
