Huy Hoang Nguyen's Books

Building Statistical Models in Python

Develop useful models for regression, classification, time series, and survival analysis

By: Huy Hoang Nguyen,Paul N Adams,Stuart J Miller

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Building Statistical Models in Python

Develop useful models for regression, classification, time series, and survival analysis

By: Huy Hoang Nguyen,Paul N Adams,Stuart J Miller

Make data-driven, informed decisions and enhance your statistical expertise in Python by turning raw data into meaningful insights Purchase of the print or Kindle book includes a free PDF eBook Key Features Gain expertise in identifying and modeling patterns that generate success Explore the concepts with Python using important libraries such as stats models Learn how to build models on real-world data sets and find solutions to practical challenges Book DescriptionThe ability to proficiently perform statistical modeling is a fundamental skill for data scientists and essential for businesses reliant on data insights. Building Statistical Models with Python is a comprehensive guide that will empower you to leverage mathematical and statistical principles in data assessment, understanding, and inference generation. This book not only equips you with skills to navigate the complexities of statistical modeling, but also provides practical guidance for immediate implementation through illustrative examples. Through emphasis on application and code examples, you’ll understand the concepts while gaining hands-on experience. With the help of Python and its essential libraries, you’ll explore key statistical models, including hypothesis testing, regression, time series analysis, classification, and more. By the end of this book, you’ll gain fluency in statistical modeling while harnessing the full potential of Python's rich ecosystem for data analysis.What you will learn Explore the use of statistics to make decisions under uncertainty Answer questions about data using hypothesis tests Understand the difference between regression and classification models Build models with stats models in Python Analyze time series data and provide forecasts Discover Survival Analysis and the problems it can solve Who this book is forIf you are looking to get started with building statistical models for your data sets, this book is for you! Building Statistical Models in Python bridges the gap between statistical theory and practical application of Python. Since you’ll take a comprehensive journey through theory and application, no previous knowledge of statistics is required, but some experience with Python will be useful.

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Page Count

420

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1804612154

ISBN 13

9781804612156

Chapters on Asia: Selected Papers from the Lee Kong Chian Research Fellowship (2020)

By: Anh Sy Huy Le,Lee Chor Lin,Mohamed Qusairy Bin Thaha

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Chapters on Asia: Selected Papers from the Lee Kong Chian Research Fellowship (2020)

By: Anh Sy Huy Le,Lee Chor Lin,Mohamed Qusairy Bin Thaha

Chapters on Asia features selected papers written by scholars who have been awarded the National Library’s Lee Kong Chian Research Fellowship. These works examine the history and heritage of Singapore and the region, and contain fresh research based on materials and resources from the collections of the National Library and National Archives of Singapore.

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Publisher

National Library Board

Published Date

ISBN 10

9811814341

ISBN 13

9789811814341

Building Statistical Models in Python

Develop useful models for regression, classification, time series, and survival analysis

By: Huy Hoang Nguyen,Paul N Adams,Stuart J Miller

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Building Statistical Models in Python

Develop useful models for regression, classification, time series, and survival analysis

By: Huy Hoang Nguyen,Paul N Adams,Stuart J Miller

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N/A

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Solve jigsaw puzzle

Age

Page Count

420

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1804612154

ISBN 13

9781804612156

Vietnam

Journeys of Body, Mind, and Spirit

By: Văn Huy Nguyễn

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Vietnam

Journeys of Body, Mind, and Spirit

By: Văn Huy Nguyễn

A vivid, accessible portrait of contemporary Vietnam through texts and complementary photographs that dispute the stereotypic images we have of this dynamic and diverse country.

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Page Count

306

Publisher

Univ of California Press

Published Date

ISBN 10

0520238729

ISBN 13

9780520238725

Flash Floods in Vietnam

Causes, Impacts, and Solutions

By: Le Huy Ba,Thai Van Nam,Le Hung

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Flash Floods in Vietnam

Causes, Impacts, and Solutions

By: Le Huy Ba,Thai Van Nam,Le Hung

This book discusses the threats and impacts of flash floods in Vietnam on environmental, human, and socio-economic resources, and covers monitoring, forecasting, warning, urgent action plans, and prevention solutions. While the work focuses on cases in Vietnam, it is applicable to many regions in the world that experience flash flooding as a common occurrence. Through data collection, field surveys, and investigational statistics from a specialized group of authors, the book provides comprehensive background knowledge on flash floods, and a flash flood hazard map using remote sensing and GIS techniques that can be used to assess the likelihood and potential impacts of flash floods before vulnerable areas and populations can be threatened. The intended audience of this manuscript is people interested in the fields of weather, environment, and natural disasters. It will serve as a reference for environmental managers, administrators of disaster planning, and extreme weather scientists.

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Page Count

176

Publisher

Springer Nature

Published Date

ISBN 10

303110532X

ISBN 13

9783031105326

Book's by Huy Hoang Nguyen

Building Statistical Models in Python

Building Statistical Models in Python

Chapters on Asia: Selected Papers from the Lee Kong Chian Research Fellowship (2020)

Chapters on Asia: Selected Papers from the Lee Kong Chian Research Fellowship (2020)

Building Statistical Models in Python

Building Statistical Models in Python

Vietnam

Vietnam

Flash Floods in Vietnam

Flash Floods in Vietnam

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