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R Data Science Fundamentals in R E-Learning

Product description
Data Science Fundamentals Using R E-Learning Order this unique E-Learning Data Science Fundamentals course in R online, 1 year 24/7 access to rich interactive videos, speech, progress monitoring through reports and tests per chapter to test the knowledge directly. Content R for Data Science: Data StructuresCourse: 52 MinutesCourse Overv...

Data Science Fundamentals Using R E-Learning

Order this unique E-Learning Data Science Fundamentals course in R online, 1 year 24/7 access to rich interactive videos, speech, progress monitoring through reports and tests per chapter to test the knowledge directly.

Content

R for Data Science: Data Structures
Course: 52 Minutes

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: 34 Minutes

Course Overview
Reading from CSV
Reading from Excel
Reading from HTML
Exporting to CSV3
Exporting to Excel
Exporting to HTML
Exercise: Reading and Writing Data R for Data Science: Data Exploration
Course: 41 Minutes

Course Overview2
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: 37 Minutes

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: 39 Minutes

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: 33 Minutes

Course Overview2 MinutesCompletedActions
Using Scatter Plots
Using Line Graphs
Using Bar Charts
Using Box and Whisker Plots
Using Histograms
Using a Bubble Plot
Exercise: Data Visualization

Product specifications

Availabilty
4:04 hours
Language
English
Certificate of participation
Yes
Online access
365 days

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R Data Science Fundamentals in R E-Learning
RData Science Fundamentals in R E-Learning

Order this unique E-Learning Data Science Fundamentals course in R online, 1 year 24/7 access to rich interactive videos, progress through reporting and testing.

€159,00 Excl. tax
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