wisenuggets

Data Visualization

• Bar Chart
• Box Plot
• Bubble Chart
• Heatmap
• Line Chart
• 2D Scatter Plot
• 3D Scatter Plot
• Pie Chart

Data Preparation

• Hypothesis Testing
• Anscombe's Quartet
• Discretization
• Feature Scaling
• PCA
• Distributions
• Central Limit Theorem

Modeling

• Confusion Matrix
• Model Fit Test
• Decision Tree
• KNN
• SVM
• Naive Bayes
• Linear Regression
• Multiple Linear Regression
• Grid Clustering
• Hierarchical Clustering
• Objective Function-based Clustering