CMSC320 Notes

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        • Data Cleaning
        • Data Exploration
        • Data Types
        • Data Visualization
        • Pandas
        • Time Series
          • Class Imbalance
          • Classification
          • Decision Trees
          • KNN
          • Naive Bayes
          • Random Forests
          • sklearn for classification
          • SVMs
          • Binning
          • Clustering
          • Feature Engineering
          • Hierarchical Clustering
          • K-Means Clustering
          • One Hot Encoding
          • PCA
          • Evaluation
          • K-Fold Cross Validation
          • Activation functions
          • Backpropagation
          • CNNs
          • Neural Networks
          • Bag of Words
          • NLP
          • Preprocessing (NLP)
          • TF-IDF
          • Topic Modeling
        • Debugging models
        • Graphs
        • Machine Learning
        • Recommendation Engines
        • Regression
        • Transfer Learning
        • Final Review
        • Midterm 1 Review
        • Midterm 2 Review
        • Central Limit Theorem
        • Covariance
        • Effect Size
        • Entropy
        • Experimental Design
        • Hypothesis and Inference
        • Pearson's Correlation Coefficient
        • Probability Distributions and Summary Stats
      • Writing
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    tags

    Tag Index

    Found 5 total tags.

    #classification

    8 items with this tag.

    • Feb 05, 2024

      Class Imbalance

      • #classification
    • Feb 05, 2024

      Classification

      • #classification
    • Feb 05, 2024

      Decision Trees

      • #classification
      • #supervised-learning
    • Feb 05, 2024

      KNN

      • #instance-based
      • #classification
      • #supervised-learning
    • Feb 05, 2024

      Naive Bayes

      • #instance-based
      • #classification
    • Feb 05, 2024

      Random Forests

      • #classification
      • #supervised-learning
    • Feb 05, 2024

      SVMs

      • #classification
    • Feb 05, 2024

      CNNs

      • #neural-networks
      • #supervised-learning
      • #classification

    #instance-based

    2 items with this tag.

    • Feb 05, 2024

      KNN

      • #instance-based
      • #classification
      • #supervised-learning
    • Feb 05, 2024

      Naive Bayes

      • #instance-based
      • #classification

    #neural-networks

    3 items with this tag.

    • Feb 05, 2024

      Backpropagation

      • #neural-networks
    • Feb 05, 2024

      CNNs

      • #neural-networks
      • #supervised-learning
      • #classification
    • Feb 05, 2024

      Neural Networks

      • #neural-networks

    #supervised-learning

    6 items with this tag.

    • Feb 05, 2024

      Decision Trees

      • #classification
      • #supervised-learning
    • Feb 05, 2024

      KNN

      • #instance-based
      • #classification
      • #supervised-learning
    • Feb 05, 2024

      Random Forests

      • #classification
      • #supervised-learning
    • Feb 05, 2024

      Topic Modeling

      • #supervised-learning
    • Feb 05, 2024

      CNNs

      • #neural-networks
      • #supervised-learning
      • #classification
    • Feb 05, 2024

      Recommendation Engines

      • #supervised-learning

    #unsupervised-learning

    3 items with this tag.

    • Feb 05, 2024

      Clustering

      • #unsupervised-learning
    • Feb 05, 2024

      Hierarchical Clustering

      • #unsupervised-learning
    • Feb 05, 2024

      K-Means Clustering

      • #unsupervised-learning

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