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Machine Learning with R Cookbook - Second Edition : Analyze data and build predictive models. [electronic resource]
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Bhatia, AshishSingh. Chiu, Yu-Wei (David) |
| 서명/저자사항 | Machine Learning with R Cookbook - Second Edition :Analyze data and build predictive models.[electronic resource] |
| 판사항 | 2nd ed. |
| 발행사항 | Birmingham : Packt Publishing, 2017. |
| 형태사항 | 1 online resource (564 pages) |
| 소장본 주기 | Master record variable field(s) change: 072 - OCLC control number change |
| ISBN | 9781787287808 1787287807 |
| 일반주기 |
""Chapter 4: R and Statistics""
|
| 내용주기 | ""Cover""; ""Copyright""; ""Credits""; ""About the Authors""; ""About the Reviewers""; ""www.PacktPub.com""; ""Customer Feedback""; ""Table of Contents""; ""Preface""; ""Chapter 1: Practical Machine Learning with R""; ""Introduction""; ""Downloading and installing R""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also""; ""Downloading and installing RStudio""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also""; ""Installing and loading packages""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also"" ""Understanding of basic data structures""""Data types""; ""Data structures""; ""Vectors""; ""How to do it ... ""; ""How it works ... ""; ""Lists""; ""How to do it ... ""; ""How it works ... ""; ""Array""; ""How to do it ... ""; ""How it works ... ""; ""Matrix""; ""How to do it ... ""; ""DataFrame""; ""How to do it ... ""; ""Basic commands for subsetting""; ""How to do it ... ""; ""Data input""; ""Reading and writing data""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""There's more ... ""; ""Manipulating data""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""There's more ... "" ""Applying basic statistics""""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""There's more ... ""; ""Visualizing data""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also""; ""Getting a dataset for machine learning""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also""; ""Chapter 2: Data Exploration with Air Quality Datasets""; ""Introduction""; ""Using air quality dataset""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""There's more ... ""; ""Converting attributes to factor""; ""Getting ready""; ""How to do it ... "" ""How it works ... """"There's more ... ""; ""Detecting missing values""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""There's more ... ""; ""Imputing missing values""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""Exploring and visualizing data""; ""Getting ready""; ""How to do it ... ""; ""Predicting values from datasets""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""Chapter 3: Analyzing Time Series Data""; ""Introduction""; ""Looking at time series data""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also"" ""Plotting and forecasting time series data""""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also""; ""Extracting, subsetting, merging, filling, and padding""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also""; ""Successive differences and moving averages""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also""; ""Exponential smoothing""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also""; ""Plotting the autocorrelation function""; ""Getting ready""; ""How to do it ... ""; ""How it works ... ""; ""See also"" |
| 요약 | Explore over 110 recipes to analyze data and build predictive models with simple and easy-to-use R code. |
| 일반주제명 | R. Mathematical statistics -- Data processing. Mathematical statistics -- Data processing. MATHEMATICS / Applied. MATHEMATICS / Probability & Statistics / General. |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Bhatia, AshishSingh.Machine Learning with R Cookbook - Second Edition : Analyze data and build predictive models.Birmingham : Packt Publishing, 짤20179781787284395 |
| 대출바로가기 | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1647667 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00016077 | [E] | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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