Integrating Deep Learning Algorithms to Overcome Challenges in Big Data Analytics

Integrating Deep Learning Algorithms to Overcome Challenges in Big Data Analytics
Author: R. Sujatha
Publisher: CRC Press
Total Pages: 217
Release: 2021-09-22
Genre: Computers
ISBN: 1000454533

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Data science revolves around two giants: Big Data analytics and Deep Learning. It is becoming challenging to handle and retrieve useful information due to how fast data is expanding. This book presents the technologies and tools to simplify and streamline the formation of Big Data as well as Deep Learning systems. This book discusses how Big Data and Deep Learning hold the potential to significantly increase data understanding and decision-making. It also covers numerous applications in healthcare, education, communication, media, and entertainment. Integrating Deep Learning Algorithms to Overcome Challenges in Big Data Analytics offers innovative platforms for integrating Big Data and Deep Learning and presents issues related to adequate data storage, semantic indexing, data tagging, and fast information retrieval. FEATURES Provides insight into the skill set that leverages one’s strength to act as a good data analyst Discusses how Big Data and Deep Learning hold the potential to significantly increase data understanding and help in decision-making Covers numerous potential applications in healthcare, education, communication, media, and entertainment Offers innovative platforms for integrating Big Data and Deep Learning Presents issues related to adequate data storage, semantic indexing, data tagging, and fast information retrieval from Big Data This book is aimed at industry professionals, academics, research scholars, system modelers, and simulation experts.


Integrating Deep Learning Algorithms to Overcome Challenges in Big Data Analytics
Language: en
Pages: 217
Authors: R. Sujatha
Categories: Computers
Type: BOOK - Published: 2021-09-22 - Publisher: CRC Press

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Data science revolves around two giants: Big Data analytics and Deep Learning. It is becoming challenging to handle and retrieve useful information due to how f
Deep Learning: Convergence to Big Data Analytics
Language: en
Pages: 93
Authors: Murad Khan
Categories: Computers
Type: BOOK - Published: 2018-12-30 - Publisher: Springer

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This book presents deep learning techniques, concepts, and algorithms to classify and analyze big data. Further, it offers an introductory level understanding o
Integrating Deep Learning Algorithms to Overcome Challenges in Big Data Analytics
Language: en
Pages: 184
Authors: R. Sujatha
Categories: Technology & Engineering
Type: BOOK - Published: 2021-09-22 - Publisher: CRC Press

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Data science revolves around two giants: Big Data analytics and Deep Learning. It is becoming challenging to handle and retrieve useful information due to how f
Advanced Deep Learning Applications in Big Data Analytics
Language: en
Pages: 351
Authors: Bouarara, Hadj Ahmed
Categories: Computers
Type: BOOK - Published: 2020-10-16 - Publisher: IGI Global

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Interest in big data has swelled within the scholarly community as has increased attention to the internet of things (IoT). Algorithms are constructed in order
Deep Learning in Data Analytics
Language: en
Pages: 271
Authors: Debi Prasanna Acharjya
Categories: Technology & Engineering
Type: BOOK - Published: 2021-08-11 - Publisher: Springer Nature

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This book comprises theoretical foundations to deep learning, machine learning and computing system, deep learning algorithms, and various deep learning applica