Ghavami, Peter

Big Data Analytics Methods: Analytics Techniques in Data Mining, Deep Learning and Natural Language Processing

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ISBN 13:
9781547417957
author:
Ghavami, Peter
format:
Paperback / softback
publisher:
De Gruyter
language:
English
Publication Year:
2019
Pages:
254
Dimensions:
24 x 17 centimetres (0.49 kg)
Genre:
Business, Management, Information Management,
Condition:
New
Availability:
Item usually sent within 2 working days
£36.29

Description

Big Data Analytics Methods provides in-depth insights into advanced analytics techniques, including machine learning, natural language processing, and predictive modeling. With over 100 techniques and methods, this comprehensive guide helps professionals and citizen data scientists overcome common challenges and pitfalls in data analytics. The book covers essential topics such as data visualization, error reduction, and boosting signal to reduce noise, as well as more complex areas like Kalman filtering and ensemble models. Real-world applications are explored through case studies in various industries, including healthcare, transportation, retail, and finance. By mastering these advanced methods and best practices, readers can improve their success in data analytics.

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