Sumários

P04 - Exploratory Data Analysis: Data importing, representation, and visualization; data cleaning and transformation

2 Outubro 2025, 09:30 • Luís Silveira Santos

Data importing ("read" functions), representation (tables and descriptive statistics), and visualization (graphs). 

Missing Data: imputations and interpolation. 
Outliers: detection and correction methods (boxplot and z-score).
Data encoding: codification (labelling, dummy variables, target), standardization and normalization. 
Python examples.

P04 - Exploratory Data Analysis: Data cleaning and transformation

30 Setembro 2025, 14:00 • Luís Silveira Santos

Missing Data: imputations and interpolation. 

Outliers: detection and correction methods (boxplot and z-score). 
Data encoding: codification (labelling, dummy variables, target), standardization and normalization.
Python examples.

Session postponed

25 Setembro 2025, 09:30 • Luís Silveira Santos

.

P03 - Exploratory Data Analysis: Data importing, representation, and visualization

23 Setembro 2025, 14:00 • Luís Silveira Santos

Data importing ("read" functions), representation (tables and descriptive statistics), and visualization (graphs). Python examples.

Univariate descriptive statistics

18 Setembro 2025, 09:30 • Jorge Caiado

Univariate descriptive statistics