Mastering Machine Learning on AWS : Advanced machine learning in Python using SageMaker, Apache Spark, and TensorFlow /: Advanced machine learning in Python using SageMaker, Apache Spark, and TensorFlow. (2019)

• Record Type: Book
• Further Information: Note: Dr. Saket S.R. Mengle, Maximo Gurmendez.
• Authors: Dr, Mengle, Saket S.R; Gurmendez, Maximo
• Contents: Table of ContentsGetting started with Machine learning for AWSClassifying Twitter Feeds with Naive BayesPredicting House Value with Regression AlgorithmsPredicting User Behavior with Tree-based MethodsCustomer Segmentation Using Clustering AlgorithmsAnalyzing Visitor Patterns to Make RecommendationsImplementing Deep Learning AlgorithmsImplementing Deep Learning with TensorFlow on AWSImage Classification and Detection with SagemakerWorking with AWS ComprehendUsing AWS RekognitionBuilding Conversational Interfaces Using AWS LexCreating Clusters on AWSOptimizing Models in Spark and SagemakerTuning clusters for Machine LearningDeploying models built on AWS.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2019
• Extent: 1 online resource (306 pages)
• Subjects: Computers -- Data Processing; Computers -- Neural Networks; Data capture & analysis; Neural networks & fuzzy systems; Computers -- Intelligence (AI) & Semantics; Artificial intelligence
• Languages: English
• ISBNs: 9781789347500; 1789347505
• Related ISBNs: 9781789349795
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.