Hands-on machine learning on Google cloud platform : implementing smart and efficient analytics using Cloud ML Engine /: implementing smart and efficient analytics using Cloud ML Engine. (2018)

• Record Type: Book
• Further Information: Note: Giuseppe Ciaburro, V. Kishore Ayyadevara, Alexis Perrier.
• Authors: Ciaburro, Giuseppe; Ayyadevara, V. Kishore; Perrier, Alexis
• Contents: Table of ContentsSetting up and Securing the Google Cloud PlatformInteracting with Google Cloud PlatformGoogle Cloud StorageQuerying your data with BigQueryTransforming your dataEssential Machine LearningGoogle Machine Learning APIsCreating Machine Learning Applications with FirebaseImplementing a Feedforward network with TensorFlow and KerasEvaluating results with TensorBoardOptimizing your model with HyperTunePreventing Overfitting with regularizationBeyond Feedforward networksTime series with LSTMsReinforcement Learning with TensorflowGenerative neural networksChatbots.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2018
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 006.31; Computers -- Data Processing; Cloud computing; Machine learning; Computers -- Data Modeling & Design; Database design & theory; Data capture & analysis; Information architecture; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Machine learning; Cloud computing; Electronic books
• Languages: English
• ISBNs: 9781788398879; 1788398874
• Related ISBNs: 9781788393485
• Notes: Note: Description based on online resource; title from title page (Safari, viewed May 30, 2018).
• 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.