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Data Science R for Data Science
R for Data Science

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R for Data Science

Brand: Data Science
€209,00 Excl. tax
€252,89 Incl. tax
In stock
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  • Gecertificeerde docenten
  • Beste opleider 2019
  • Cursist staat centraal

R for Data Science E-learning

R for Data Science: Data Structures

Course Overview
Creating Vectors
Manipulating Vectors
Sorting Vectors
Using Lists
Creating Matrices
Matrix Operations
Creating Factors
Creating Data Frames
Data Frame Operations
Exercise: Creating and Using a Data Frame

R for Data Science: Importing and Exporting Data

Course Overview
Reading from CSV
Reading from Excel
Reading from HTML
Exporting to CSV
Exporting to Excel
Exporting to HTML
Exercise: Reading and Writing Data

R for Data Science: Data Exploration

Course Overview
Creating dplyr Tables
Selecting Subsets
Filtering Tabular Data
Piping Data
Mutating Data
Summarizing Data
Combining Datasets
Grouping Data
Exercise: Querying Data

R for Data Science: Regression Methods

Course Overview
Linear Data Preparation
Creating Linear Models
Interpreting Model Output
Using Linear Prediction
Logistic Data Preparation
Using glm
Exercise: Creating a Linear Model

R for Data Science: Classification & Clustering

Course Overview
Preparing Data for Classification
Using rpart
Using ctree
Preparing Data for Clustering
Using K-Means Clustering
Using Hierarchical Clustering
Exercise: Creating a Decision Tree

R for Data Science: Data Visualization

Course Overview
Using Scatter Plots
Using Line Graphs
Using Bar Charts
Using Box and Whisker Plots
Using Histograms
Using a Bubble Plot
Exercise: Data Visualization

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General properties
Availabilty: 6 hours
Language: English
Certificate of participation: Yes
Online access: 90 days
Progress monitoring: Yes
Award Winning E-learning: Yes
Suitable for mobile: Yes
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