Python Encyclopedia for Academics
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  • Course Outline
  • Artificial Intelligence
    • Data Science Foundation
  • Machine Learning Algorithms
  • Machine Learning Laboratory
    • Lab 1: Titanic Dataset
    • Lab 2: Dow Jones Index Dataset
    • Lab 3: Diabetes Dataset
      • Numpy
      • Pandas
      • Matplotlib
      • Simple Linear Regression
      • Simple Non-linear Regression
      • Performance Matrix
      • Preprocessing
      • Naive Bayes Classification
      • K-Nearest Neighbors (KNN) Classification
      • Decision Tree & Random Forest
      • SVM Classifier
      • Logistic Regression
      • Artificial Neural Network
      • K means Clustering
    • Lab 4: MAGIC Gamma Telescope Dataset
    • Lab 5: Seoul Bike Sharing Demand Dataset
    • Lab 6: Medical Cost Personal Datasets
    • Lab 6: Predict The S&P 500 Index With Machine Learning And Python
  • Artificial Neural Networks
  • Mathematics
    • Pre-Calculus
    • Calculus 1
  • Calculus 2
  • Engineering Mathematics
  • Electrical & electronics Eng
    • Resistor
    • Nodal Analysis
    • Transient State
  • Computer Networking
    • Fundamental
  • Cybersecurity
    • Classical Ciphers
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  1. Machine Learning Laboratory

Lab 3: Diabetes Dataset

NumpyPandasMatplotlibSimple Linear RegressionSimple Non-linear RegressionPerformance MatrixPreprocessingNaive Bayes ClassificationK-Nearest Neighbors (KNN) ClassificationDecision Tree & Random ForestSVM ClassifierLogistic RegressionArtificial Neural NetworkK means Clustering
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