Add Infant Health Prediction

TAHIR0110 / ThereForYou

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Add Infant Health Prediction #221

Open Khushi-Pushkar opened 1 week ago

Khushi-Pushkar commented 1 week ago

Is there an existing issue for this?

[X] I have searched the existing issues

Issue Description

Hey @TAHIR0110 @Avdhesh-Varshney . I am a GSSoC'24 Contributor.

I'd like to contribute to your project by adding Infant Health Prediction Kindly assign this issue to me.

Suggested Change

Rationale

No response

Urgency

High

Record

[X] I have read the Contributing Guidelines
[X] I'm a GSSOC'24 contributor
[X] I want to work on this issue

Avdhesh-Varshney commented 1 week ago

@Khushi-Pushkar kindly elaborate your idea and working behaviour of model?

Khushi-Pushkar commented 1 week ago

@TAHIR0110 @Avdhesh-Varshney We use a synthetic infant health dataset that mimics real data to help researchers develop and test health models and predictions without using actual personal information.

EDA - Load the dataset
Perform Univariate and Multivariate analysis and draw conclusions from there.
- Explore Correlation Matrix
- Check the distribution(skewness) of the columns
- Detect Outliers
- Detect Class Label Imbalance

Khushi-Pushkar commented 1 week ago

/assign-me @TAHIR0110

TAHIR0110 commented 3 days ago

@Khushi-Pushkar assigned!