Add/logistic regression

[that-ar-guy]

Closes: #165

• Title : Logistic Regression Algorithm
• Your Name: MOHAMMED ABDUL RAHMAN
• Idenitfy yourself: SWOC 5

Describe the add-ons or changes you've made 📃

I have added a comprehensive documentation for the Logistic Regression algorithm. The documentation includes an overview of the objective, prerequisites, algorithm architecture, training process, evaluation metrics, code implementation, and real-world application examples. The code implementation provides a practical walkthrough of logistic regression using scikit-learn, including a real-world example of predicting customer retention. The content is designed to be both educational and accessible for beginners and intermediate learners.

Checklist: ☑️

• My code follows the Contributing Guidelines & Code of Conduct of this project.
• This PR does not contain plagiarized content.
• I have performed a self-review of my own code.
• I have commented my code, particularly wherever it was hard to understand.
• My changes generate no new warnings.

Screenshots 📷

Working Video 🎥

AICODE3.mp4

Happy Coding 🎉

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[Avdhesh-Varshney]

Update this file rather than enlisting regression algorithm in classification.

• Also update this file naming convention.
• And enlist in regression algorithm.

[that-ar-guy]

so should i delete the logistic-regression.md and copy its content to Logistic_Regression.md

[Avdhesh-Varshney]

so should i delete the logistic-regression.md and copy its content to Logistic_Regression.md

No, delete Logistic_Regression.md file and keep your file there logistic-regression.md and enlist your algorithm in regression module.

[Avdhesh-Varshney]

LGTM!