A central repo on some of the tools and technologies picked up over time
Machine Learning
├── Supervised Learning
│ ├── Regression
│ │ ├── Linear Regression
│ │ ├── Polynomial Regression
│ │ ├── Decision Tree Regression
│ │ ├── Random Forest Regression
│ │ └── Other regression algorithms
│ └── Classification
│ ├── Logistic Regression
│ ├── Decision Tree Classification
│ ├── Random Forest Classification
│ ├── Support Vector Machines (SVM)
│ ├── Naive Bayes Classification
│ ├── K-Nearest Neighbors (KNN)
│ └── Other classification algorithms
└── Unsupervised Learning
├── Clustering
│ ├── K-Means Clustering
│ ├── Hierarchical Clustering
│ ├── DBSCAN
│ └── Other clustering algorithms
└── Dimensionality Reduction
├── Principal Component Analysis (PCA)
├── Singular Value Decomposition (SVD)
├── t-Distributed Stochastic Neighbor Embedding (t-SNE)
└── Other dimensionality reduction techniques