Data Processing [10] (Advanced) (Noise, Missing Data, etc.)

Supervised Learning in Aircraft Maintenance [09] (Advanced) (Random Forests, KNN, Neural networks)

Challenging Facts about K-Means (Initial Centroids, NonRound Clusters, etc) [06] (Clustering Course)

Four approaches to initialise K-Means (Forgy, Random, Shards, KMeans++) [05] (Clustering Course)

Why most Distance Functions do not work with K-Means [04] (Clustering Course)

Five approaches to make the K-Means work with Categorical Data [03] (Clustering Course)

Applications of K-Means Clustering in Marketing, Healthcare and Astronomy [02] (Clustering Course)

Introduction to K-Means Clustering [01] (Clustering Course)

Boxplot and its calculation (Intermediate Statistics) (includes interpretation and examples) [09]

Gráfico de Caixa (Curso Intermédio de Estatística) (inclui cálculo dos quartis e exemplos) [09]

Unsupervised Learning in Aeronautical Maintenance [08] (Advanced Course) (Clustering KMeans, DBSCAN)

Physics of Failure in Aeronautics [07] (Advanced Course) (inc. Kalman Filter and Markov Models)

Predictive Maintenance in Aeronautics [06] (Advanced Level Course)

Forecasting for Maintenance in Aeronautics [05] (Advanced Level Course)

Maintenance for Repairable Systems in Aeronautics [04] (Advanced Level Course)

Maintenance for Nonrepairable Systems in Aeronautics [03] (Advanced Level Course)

Measures of Relative Position [08]

Medidas de Posição Relativa [08]

Histograma [07]

Course of Statistics (Intermediate Level): Histogram [07]

Course of Maintenance (Advanced Level): RAM Analysis and Strategies in Aircraft Maintenance [02]

Course of Maintenance (Advanced Level): Introduction to Aircraft Maintenance [01]

Como Visualizar Dados Numéricos [06]

Distribuição de Frequência [05]

Como Visualizar Dados Categóricos [04]

Desvio Padrão, Variância, Amplitude [03]

População e Amostra [02]

Média, Mediana e Moda (Medidas de tendência central) (Intermédia Estatística) [01]

Course of Statistics (Intermediate Level): Visualisation of Numerical Data [06]

Course of Statistics (Intermediate Level): Frequency Distribution [05]