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Data Science (BI (Tableau :star:, PowerBI :star:, Looker, Google Data…

- - - - Linear Regression
        
        Ridge
        
        LASSO
      - SVM
      - Random Forest Regression
      - Gradient boosting regression
    - - Decision Trees
      - Random Forest
      - K nearest neighbors
      - Logistic Regression
      - SVM
      - Naive Bayes
      - Gradient Boosting
  - - - KMeans
      - Spectral Clustering
      - DBSCAN
    - - Isolation Forest
      - One-Class SVM
      - Cluster Analysis
    - - PCA
      - Matrix Factorisation
      - LDA
  - - - Sequence to Sequence
      - LSTM
      - GRU
      - bi-directional RNN
      - Hopfield Network
      - Continous time RNN
  - - - DeepLab
      - RefineNet
      - CNN
      - U-Net
      - Conditional Random Field
      - SegNet
      - PSPnet
    - - R-CNN
      - Fast R-CNN
      - R-FCN
      - YOLO
      - SSD
- - - - Cypher (NEO4J)
      - Spark GraphX
      - GraphQL (facebook)
      - Gremlin (tikerpop)
    - - SPARQL (e.g oracle spartial, virtuoso)