Machine Learning with R: Expert Techniques for Predictive Modeling to Solve All Your Data Analysis Problems
The book will provide a computational and methodological framework for statistical simulation to the users. Through this book, you will get in grips with the software environment R. After getting to know the background of popular methods in the area of computational statistics, you will see some app...
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| Ngôn ngữ: | English |
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2022
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| Truy cập trực tuyến: | http://192.168.1.63/handle/TLU-123456789/3028 |
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oai:localhost:TLU-123456789-30282022-09-16T15:18:32Z Machine Learning with R: Expert Techniques for Predictive Modeling to Solve All Your Data Analysis Problems Lantz, Brett Mã học phần CS320 | Data analysis | Phân tích dữ liệu | Machine Learning with R | Học máy với R The book will provide a computational and methodological framework for statistical simulation to the users. Through this book, you will get in grips with the software environment R. After getting to know the background of popular methods in the area of computational statistics, you will see some applications in R to better understand the methods as well as gaining experience of working with real-world data and real-world problems. This book helps uncover the large-scale patterns in complex systems where interdependencies and variation are critical. An effective simulation is driven by data generating processes that accurately reflect real physical populations. You will learn how to plan and structure a simulation project to aid in the decision-making process as well as the presentation of results. By the end of this book, you reader will get in touch with the software environment R. After getting background on popular methods in the area, you will see applications in R to better understand the methods as well as to gain experience when working on real-world data and real-world problems. 2022-05-11T03:21:36Z 2022-05-11T03:21:36Z 2016 Book http://192.168.1.63/handle/TLU-123456789/3028 en application/pdf application/pdf |
| institution |
Trường Đại học Thăng Long |
| collection |
DSpaceTLongU |
| language |
English |
| topic |
Mã học phần CS320 | Data analysis | Phân tích dữ liệu | Machine Learning with R | Học máy với R |
| spellingShingle |
Mã học phần CS320 | Data analysis | Phân tích dữ liệu | Machine Learning with R | Học máy với R Lantz, Brett Machine Learning with R: Expert Techniques for Predictive Modeling to Solve All Your Data Analysis Problems |
| description |
The book will provide a computational and methodological framework for statistical simulation to the users. Through this book, you will get in grips with the software environment R. After getting to know the background of popular methods in the area of computational statistics, you will see some applications in R to better understand the methods as well as gaining experience of working with real-world data and real-world problems. This book helps uncover the large-scale patterns in complex systems where interdependencies and variation are critical. An effective simulation is driven by data generating processes that accurately reflect real physical populations. You will learn how to plan and structure a simulation project to aid in the decision-making process as well as the presentation of results.
By the end of this book, you reader will get in touch with the software environment R. After getting background on popular methods in the area, you will see applications in R to better understand the methods as well as to gain experience when working on real-world data and real-world problems. |
| format |
Book |
| author |
Lantz, Brett |
| author_facet |
Lantz, Brett |
| author_sort |
Lantz, Brett |
| title |
Machine Learning with R: Expert Techniques for Predictive Modeling to Solve All Your Data Analysis Problems |
| title_short |
Machine Learning with R: Expert Techniques for Predictive Modeling to Solve All Your Data Analysis Problems |
| title_full |
Machine Learning with R: Expert Techniques for Predictive Modeling to Solve All Your Data Analysis Problems |
| title_fullStr |
Machine Learning with R: Expert Techniques for Predictive Modeling to Solve All Your Data Analysis Problems |
| title_full_unstemmed |
Machine Learning with R: Expert Techniques for Predictive Modeling to Solve All Your Data Analysis Problems |
| title_sort |
machine learning with r: expert techniques for predictive modeling to solve all your data analysis problems |
| publishDate |
2022 |
| url |
http://192.168.1.63/handle/TLU-123456789/3028 |
| work_keys_str_mv |
AT lantzbrett machinelearningwithrexperttechniquesforpredictivemodelingtosolveallyourdataanalysisproblems |
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