[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-129860-en":3,"doc-seo-129860-105":30,"detail-sidebar-cat-0-en-105":91},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":4,"is_deleted":4,"is_public":20,"is_downloadable":20,"audit_status":20,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":14,"update_tm":28,"read_time":29},129860,8796095027276,"Valentina","https://avatar.qwps.com/avatar/d3BzX2FwX3Rlc3RfMjUxMTI2XzAxODA=",8,"Research & Report","Understanding Deep Learning - Application in Rare Event Prediction","This document, authored by Chitta Ranjan, Ph.D., focuses on the application of deep learning in rare event prediction. It serves as a comprehensive guide, delving into the complexities of understanding and implementing deep learning models for scenarios where events are infrequent. The publication aims to provide readers with a thorough grasp of the subject matter, equipping them with the knowledge to tackle challenges in rare event prediction. It covers theoretical foundations, practical methodologies, and potential applications across various domains where identifying uncommon occurrences is critical. The book's intention is to be a foundational resource for researchers, practitioners, and students interested in this specialized area of artificial intelligence and data science, offering insights into how advanced machine learning techniques can be leveraged to improve prediction accuracy and reliability in the face of data scarcity for rare events.","Understanding Deep Learning Application in Rare Event Prediction  \nChitta Ranjan, Ph.D.  \nFirst Edition  \nChitta Ranjan, Ph.D.  \nDirector of Science, ProcessMiner Inc.  \n[cranjan@processminer.com](cranjan@processminer.com)[ ](cranjan@processminer.com)[https://medium.com/@cran2367](https://medium.com/@cran2367)  \n[Copyright](Copyright)!c 2020 Chitta Ranjan.  \nAll rights reserved. No part of this publication may be reproduced, distributed, or transmitted in any form or by any means, including photocopying, recording, or other electronic or mechanical methods, without the prior written permission of the publisher, except in the case of brief quotations with citation embodied in critical reviews and certain other noncommercial uses permitted by copyright law. For permission requests, write to the author.  \nISBN: 9798586189561  \nPrinted in the United States of America.  \nDedicated to my parents, Dr. Radha Krishna Prasad and Chinta Prasad.  \nWith love, Bharti.","cbCaiinDbigSgjm7","https://ap.wps.com/l/cbCaiinDbigSgjm7","pdf",11910393,1,428,"English","en",105,"# Understanding Deep Learning\n## Application in Rare Event Prediction\n### Author Information\n### Copyright Information\n### Dedication","[{\"question\":\"What is the primary focus of this document?\",\"answer\":\"The primary focus of this document is the application of deep learning techniques specifically for the prediction of rare events.\"},{\"question\":\"Who is the author of this publication?\",\"answer\":\"The author of this publication is Chitta Ranjan, Ph.D. He holds a position as Director of Science at ProcessMiner Inc.\"},{\"question\":\"What is the main goal of the book?\",\"answer\":\"The main goal of the book is to provide readers with a deep understanding of deep learning and its application in predicting rare events, equipping them with the necessary knowledge for practical implementation.\"}]","Understanding Deep Learning - 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