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 CSV
• Exporting to Excel
• Exporting to HTML
• Exercise: Reading and Writing Data

R for Data Science: Data Exploration

Course: 41 Minutes

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

Ga aan de slag met R for Data Science!

✔️ Leer op je eigen tempo met interactieve en toegankelijke content.
✔️ Krijg praktijkgerichte kennis die je direct kunt toepassen op echte data-uitdagingen.
✔️ Word een expert in datawetenschap en boost je carrière.

Bestel nu jouw cursus en ontdek de kracht van R voor data-analyse en visualisatie!