Python Deep Learning Projects : 9 projects demystifying neural network and deep learning models for building intelligent systems /: 9 projects demystifying neural network and deep learning models for building intelligent systems. (2018)

• Record Type: Book
• Further Information: Note: Matthew Lamons, Rahul Kumar, Abhishek Nagaraja.
• Authors: Lamons, Matthew; Kumar, Rahul; Nagaraja, Abhishek
• Contents: Table of ContentsBuilding Deep Learning EnvironmentTraining Neural Network for Prediction using RegressionWord Vector representationusing Word2VEC (skip-gram) for word predictionBuild NLP pipeline for Open-Domain Question AnsweringSequence-to-sequence models for building chatbotsGenerative Language modelling using Bi-LSTM for content creationBuilding Speech Recognition with DeepSpeech2Handwritten digits classification using ConvNetsReal-time Object Detection using OpenCV and TensorFlowBuilding Face Recognition using OpenFace and ClusteringAutomated Image Captioning with NeuralTalk modelPose Estimation on 3D models using ConvNetsImage translation using GANs for style transferDevelop anautonomous Agents with Deep Reinforcement LearningSummary and Next Steps in Your Deep Learning Career.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2018
• Extent: 1 online resource (472 pages)
• Subjects: Computers -- Machine Theory; Computers -- Neural Networks; Mathematical theory of computation; Machine learning; Neural networks & fuzzy systems; Computers -- Intelligence (AI) & Semantics; Artificial intelligence
• Languages: English
• ISBNs: 9781789134759; 1789134757
• Related ISBNs: 9781788997096
• 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.