Deep learning by example : a hands-on guide to implementing advanced machine learning algorithms and neural networks /: a hands-on guide to implementing advanced machine learning algorithms and neural networks. (2018)

• Record Type: Book
• Further Information: Note: Ahmed Menshawy.
• Authors: Menshawy, Ahmed
• Contents: Table of Contents Data science: Bird's-eye view Data Modeling in Action -- The Titanic Example Feature Engineering and Model Complexity -- The Titanic Example Revisited Get Up and Running with TensorFlow Tensorflow in Action -- Some Basic Examples Deep Feed-forward Neural Networks -- Implementing Digit Classification Introduction to Convolutional Neural Networks Object Detection -- CIFAR-10 Example Object Detection -- Transfer Learning with CNNs Recurrent-Type Neural Networks -- Language modeling Representation Learning -- Implementing Word Embeddings Neural sentiment Analysis Autoencoders -- Feature Extraction and Denoising Generative Adversarial Networks in Action -- Generating New Images Face Generation and Handling Missing Labels Appendix -- Implementing Fish Recognition.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2018
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 006.31; Computers -- Intelligence (AI) & Semantics; Machine learning; Computers -- Machine Theory; Mathematical theory of computation; Artificial intelligence; Machine learning; Computers -- Neural Networks; Neural networks & fuzzy systems; Machine learning; COMPUTERS / General; Electronic books
• Languages: English
• ISBNs: 9781788395762
• Related ISBNs: 178839576X; 9781788399906
• Notes: Note: Online resource; title from title page (viewed March 12, 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.