Python Encyclopedia for Academics
search
⌘Ctrlk
Python Encyclopedia for Academics
  • 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
      • Numpyarrow-up-right
      • Pandasarrow-up-right
      • Matplotlibarrow-up-right
      • Simple Linear Regressionarrow-up-right
      • Simple Non-linear Regressionarrow-up-right
      • Performance Matrixarrow-up-right
      • Preprocessingarrow-up-right
      • Naive Bayes Classificationarrow-up-right
      • K-Nearest Neighbors (KNN) Classificationarrow-up-right
      • Decision Tree & Random Forestarrow-up-right
      • SVM Classifierarrow-up-right
      • Logistic Regressionarrow-up-right
      • Artificial Neural Networkarrow-up-right
      • K means Clusteringarrow-up-right
    • 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
gitbookPowered by GitBook
block-quoteOn this pagechevron-down
  1. Machine Learning Laboratory

Lab 3: Diabetes Dataset

Numpychevron-rightPandaschevron-rightMatplotlibchevron-rightSimple Linear Regressionchevron-rightSimple Non-linear Regressionchevron-rightPerformance Matrixchevron-rightPreprocessingchevron-rightNaive Bayes Classificationchevron-rightK-Nearest Neighbors (KNN) Classificationchevron-rightDecision Tree & Random Forestchevron-rightSVM Classifierchevron-rightLogistic Regressionchevron-rightArtificial Neural Networkchevron-rightK means Clusteringchevron-right
PreviousLab 2: Dow Jones Index Datasetchevron-leftNextLab 4: MAGIC Gamma Telescope Datasetchevron-right