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Machine Learning Models and Algorithms for Big Data Classification
Language: en
Pages: 364
Authors: Shan Suthaharan
Categories: Business & Economics
Type: BOOK - Published: 2015-10-20 - Publisher: Springer

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This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the decision tr
Machine Learning and Data Science Blueprints for Finance
Language: en
Pages: 432
Authors: Hariom Tatsat
Categories: Computers
Type: BOOK - Published: 2020-10-01 - Publisher: "O'Reilly Media, Inc."

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Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and
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
Data Classification
Language: en
Pages: 710
Authors: Charu C. Aggarwal
Categories: Business & Economics
Type: BOOK - Published: 2014-07-25 - Publisher: CRC Press

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Comprehensive Coverage of the Entire Area of ClassificationResearch on the problem of classification tends to be fragmented across such areas as pattern recogni
Understanding Machine Learning
Language: en
Pages: 415
Authors: Shai Shalev-Shwartz
Categories: Computers
Type: BOOK - Published: 2014-05-19 - Publisher: Cambridge University Press

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Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei
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