Description: About this productProduct InformationWith this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects on Amazon Web Services. The Amazon AI and machine learning stack unifies data science, data engineering, and application development to help level up your skills. This guide shows you how to build and run pipelines in the cloud, then integrate the results into applications in minutes instead of days. Throughout the book, authors Chris Fregly and Antje Barth demonstrate how to reduce cost and improve performance. Apply the Amazon AI and ML stack to real-world use cases for natural language processing, computer vision, fraud detection, conversational devices, and more Use automated machine learning to implement a specific subset of use cases with SageMaker Autopilot Dive deep into the complete model development lifecycle for a BERT-based NLP use case including data ingestion, analysis, model training, and deployment Tie everything together into a repeatable machine learning operations pipeline Explore real-time ML, anomaly detection, and streaming analytics on data streams with Amazon Kinesis and Managed Streaming for Apache Kafka Learn security best practices for data science projects and workflows including identity and access management, authentication, authorization, and moreProduct IdentifiersPublisherO'reilly, IncorporatedISBN-101492079391ISBN-139781492079392eBay Product ID (ePID)25050371313Product Key FeaturesAuthorChris Fregly, Antje BarthPublication NameData Science ON American Weigh : Implementing End-To-End, Continuous AI and Machine Learning PipelinesFormatTrade PaperbackLanguageEnglishPublication Year2021TypeTextbookNumber of Pages524 PagesDimensionsItem Length9.2in.Item Height1.1in.Item Width7in.Item Weight31.2 OzAdditional Product FeaturesLc Classification NumberQa76.585Target AudienceScholarly & ProfessionalTopicEnterprise Applications / Business Intelligence Tools, General, Computer Vision & Pattern RecognitionDewey Decimal006.3Dewey Edition23GenreComputers, Mathematics
Price: 23.86 USD
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End Time: 2024-11-06T18:49:51.000Z
Shipping Cost: 3.97 USD
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Book Title: Data Science on AWS: Implementing End-to-End, Continuous AI an�
Narrative Type: Statistics
Genre: COMPUTERS
Intended Audience: N/A
Number of Pages: 521 Pages
Publication Name: Data Science on Aws : Implementing End-To-End, Continuous Ai and Machine Learning Pipelines
Language: English
Publisher: O'reilly Media, Incorporated
Item Height: 1 in
Subject: General, Databases / Data Warehousing, Computer Vision & Pattern Recognition
Publication Year: 2021
Item Weight: 25 Oz
Type: Textbook
Subject Area: Mathematics, Computers
Author: Chris Fregly, Antje Barth
Item Length: 9.5 in
Item Width: 7.1 in
Format: Trade Paperback
