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OverviewFull Product DetailsAuthor: Rajesh Arumugam , Rajalingappaa ShanmugamaniPublisher: Packt Publishing Limited Imprint: Packt Publishing Limited ISBN: 9781789139495ISBN 10: 178913949 Pages: 312 Publication Date: 18 July 2018 Audience: General/trade , General Format: Paperback Publisher's Status: Active Availability: In stock  We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately. Table of ContentsTable of Contents Getting Started Text Classification and POS Tagging Using NLTK Deep Learning and TensorFlow Semantic Embedding Using Shallow Models Text Classification Using LSTM Searching and DeDuplicating Using CNNs Named Entity Recognition Using Character LSTM Text Generation and Summarization Using GRUs Question-Answering and Chatbots Using Memory Networks Machine Translation Using the Attention-Based Model Speech Recognition Using DeepSpeech Text-to-Speech Using Tacotron Deploying Trained ModelsReviewsAuthor InformationRajesh Arumugam is an ML developer at SAP, Singapore. Previously, he developed ML solutions for smart city development in areas such as passenger flow analysis in public transit systems and optimization of energy consumption in buildings when working with Centre for Social Innovation at Hitachi Asia, Singapore. He has published papers in conferences and has pending patents in storage and ML. He holds a PhD in computer engineering from Nanyang Technological University, Singapore. Rajalingappaa Shanmugamani is a deep learning lead at SAP, Singapore. Previously, he worked and consulted at various start-ups for developing computer vision products. He has a masters from IIT Madras, where his thesis was based on applications of computer vision in manufacturing. He has published articles in peer-reviewed journals and conferences and applied for a few patents in ML. In his spare time, he teaches programming and machine learning to school students and engineers. Tab Content 6Author Website:Countries AvailableAll regions |
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