basics
File and Data Table
Interactive Visualizations
Visualization of Data Subsets
Pivot Table
classification
Classification Tree
Inspecting Outliers with Silhouette
Principal Component Analysis (PCA)
Hierarchical Clustering
Cluster Inspection
Feature Ranking
Train and Test Data
Cross Validation
Where Are Misclassifications
text
Text Preprocessing
Text Clustering
Text Classification
Twitter Data Analysis
Story Arcs
official examples
監督式學習(supervised learning)[1]
非監督式學習(unsupervised learning)
半監督式學習(semi-supervised learning)
增強式學習(reinforcement learning)
人工智慧(artificial intelligence)
機器學習(machine learning)
表徵學習(representation learning)
深度學習(deep learning)
案例
Adversarial attacks on AI (2019)
What does a network layer hear? (2020) [2]
C. O’Neil and R. Schutt, Doing Data Science: Straight Talk from the Frontline. Sebastopol, CA: O’Reilly Media, 2013. p. 60.
C. O’Neil and R. Schutt, Doing Data Science: Straight Talk from the Frontline. Sebastopol, CA: O’Reilly Media, 2013. p. 73.