Python advanced guide to artificial intelligence : expert machine learning systems and intelligent agents using Python /: expert machine learning systems and intelligent agents using Python. (2018)

• Record Type: Book
• Further Information: Note: Giuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani.
• Authors: Bonaccorso, Giuseppe; Fandango, Armando; Shanmugamani, Rajalingappaa
• Contents: Table of ContentsMachine Learning Model FundamentalsIntroduction to Semi-Supervised LearningGraph-Based Semi-Supervised LearningBayesian Networks and Hidden Markov ModelsEM Algorithm and ApplicationsHebbian Learning and Self-Organizing MapsClustering AlgorithmsAdvanced Neural ModelsClassical Machine Learning with TensorFlowNeural Networks and MLP with TensorFlow and KerasRNN with TensorFlow and KerasCNN with TensorFlow and KerasAutoencoder with TensorFlow and KerasTensorFlow Models in Production with TF ServingDeep Reinforcement LearningGenerative Adversarial NetworksDistributed Models with TensorFlow ClustersDebugging TensorFlow ModelsTensor Processing UnitsGetting StartedImage ClassificationImage RetrievalObject DetectionSemantic SegmentationSimilarity Learning.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2018
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 005.133; Python (Computer program language); Artificial intelligence; Machine learning; COMPUTERS / Programming Languages / Python; Artificial intelligence; Machine learning; Python (Computer program language); Electronic books
• Languages: English
• ISBNs: 1789951720; 9781789951721
• Related ISBNs: 9781789957211
• Notes: Note: Description based on online resource; title from cover (Safari, viewed February 22, 2019).
• 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.