Skip to content
/ data-preparation-codes Public

This repository is a collection of basic code templates for Data Preparation. All codes I am sharing are from the practical exercises I did from the Data Science Infinity Program.

2 stars 1 fork Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

ZL63388/data-preparation-codes

BranchesTags

Repository files navigation

Data Preparation Codes

This repository is a collection of basic code templates for Data Preparation

All codes I am sharing are from the practical exercises I did from the Data Science Infinity Program

You are free to fork this repository

ML Data Preparation Templates:

1. Handling Missing Values with Pandas
2. Handling Missing Values with SimpleImputer
3. Handling Missing Values with KNNImputer
4. One Hot Encoding
5. Outliers
6. Feature Scaling
7. Feature Selection Correlation Matrix
8. Feature Selection Univariate Testing
9. Feature Selection RFECV
10. Model Validation

About

This repository is a collection of basic code templates for Data Preparation. All codes I am sharing are from the practical exercises I did from the Data Science Infinity Program.

Topics

pandas feature-selection outlier-detection feature-scaling onehot-encoding simpleimputer knn-imputer

Resources

Readme
Activity

Stars

2 stars

Watchers

1 watching

Forks

1 fork
Report repository

Releases

No releases published

Packages

No packages published

Languages