AkashKobal / data-science Public

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I'm excited to share my data science project🚀, where I've applied various techniques and insights to solve a specific problem. The project follows best practices for maintainability and reproducibility, using the Data Science Project Template. Dive into the project to explore the code, datasets, documentation, and resources that showcase MyJourney

theakash.co.in

MIT license

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Name		Name	Last commit message	Last commit date
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Data Science Project		Data Science Project
Tutorial		Tutorial
README.md		README.md

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Data-Science

Data Science Project

Level 1

1. Big Mart Sales Prediction
2. Credit Card Fraud Detection
3. Mashroom Classification
4. Iris Prediction
5. Heart Disease Prediction
6. Stock Price Prediction

Concept with Code

1. Linear Regression Single Variable
2. Linear Regression Multiple Variable
3. Gradient Decent and Cost Function
4. Save Model Using Joblib and Pickle
5. Dummy Variable and One Hot Encoding
6. Training and Testing Data
7. Logistic Regression (Binary Classification)
8. Logistic Regression (Multiclass Classification)
9. Decision Tree
10. Support Vector Machine (SVM)