Exploratory Data Analysis
Data Science · University of Applied Sciences · Data Analysis and Visualization
This unit introduces methods for exploring data to identify patterns, trends, and relationships. Students will learn techniques for univariate, bivariate, and multivariate analysis, as well as data summarization and visualization.
Zum Üben gibt es 54 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to Exploratory Data Analysis
- Univariate Analysis: Measures of Central Tendency and Dispersion
- Bivariate Analysis: Scatterplots and Correlation
- Multivariate Analysis: Principal Component Analysis and Cluster Analysis
- Data Visualization: Bar Charts
- Histograms
- and Box Plots
- Outlier Detection and Treatment
- Missing Value Imputation
- Case Studies in Exploratory Data Analysis
Stichworte
- Data Exploration
- Data Summarization
- Data Visualization
- Univariate Analysis
- Bivariate Analysis
- Multivariate Analysis
- Pattern Identification
- Trend Analysis
- Outlier Detection