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OverviewFull Product DetailsAuthor: Özgür SahinPublisher: APress Imprint: APress Edition: 1st ed. Weight: 0.454kg ISBN: 9781484264201ISBN 10: 1484264207 Pages: 169 Publication Date: 04 December 2020 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Table of ContentsChapter 1: Gentle Introduction to ML and NLP Chapter Goal: Present general ideas of ML and how NLP works · Intro to ML · Intro to NLP Chapter 2: Apple’s ML Tools Chapter Goal: Learn the tools that Apple provides for ML · CoreML · CreateML · TuriCreate Chapter 3: Text Classification Chapter Goal: Learn the tools that Apple provides for ML · Spam SMS classification · Find the author of a writing · TuriCreate Chapter 4: Natural Language Framework Chapter Goal: Learn iOS’s built in NLP capabilities · Tokenization · Classify nouns, verbs, and adjectives · Detect people, places, and organizations in text Chapter 5: Find Answers to Questions in a Text Document Chapter Goal: Use BERT model to find the answer to a user’s question in a body of text. · BERT model · Text handling Chapter 6: Advanced Usages · Convert NLP models from Keras to Core ML · Convert NLP models from TensorFlow to Core MLReviewsAuthor InformationÖzgür Sahin has been developing iOS software since 2012. He holds a bachelors degree in computer engineering and a masters in deep learning. Currently, he serves as CTO for Iceberg Tech, an AI solutions startup. He develops iOS apps focused on AR and Core ML using face recognition and demographic detection capabilities. He writes iOS machine learning tutorials for Fritz AI and also runs a local iOS machine learning mail group to teach iOS ML tools to Turkey. In his free time, Özgür develops deep learning based iOS apps. Tab Content 6Author Website:Countries AvailableAll regions |
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