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Table of contents

  • Visual Python Manual

GETTING STARTED

  • Welcome to Visual Python
  • How to install
  • Installing FAQ
  • Official homepage
  • Link to Github

Data Analysis

  • 1. Import
  • 2. File
  • 3. Data Info
  • 4. Frame
    • 4-1. Frame - Edit
    • 4-2. Frame - Transform
    • 4-3. Frame - Sort
    • 4-4. Frame - Encoding
    • 4-5. Frame - Data Cleaning
  • 5. Subset
  • 6. Groupby
  • 7. Bind
  • 8. Reshape

Visualization

  • 1. Chart Style
  • 2. Pandas Plot
  • 3. Matplotlib
  • 4. Seaborn
  • 5. Plotly
  • 6. WordCloud

Statistics

  • 1. Prob. Distribution
  • 2. Descriptive Statistics
  • 3. Normality Test
  • 4. Equal Var. Test
  • 5. Correlation Analysis
  • 6. Reliability Analysis
  • 7. Chi-square Test
  • 8. Student's T-test
  • 9. ANOVA
  • 10. Factor Analysis
  • 11. Regression
  • 12. Logistic Regression

Machine Learning

  • 1. Data Sets
  • 2. Data Split
  • 3. Data Prep
  • 4. AutoML
  • 5. Regressor
  • 6. Classifier
  • 7. Clustering
  • 8. Dimension
  • 9. GridSearch
  • 10. Fit/Predict
  • 11. Model Info
  • 12. Evaluation
  • 13. Pipeline
  • 14. Save / Load
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