Machine-Learning-Projects-101

About

Machine learning projects and case studies to grasp the fundamentals like Data Cleaning, Plotting Graphs, etc.

Table of Contents

• Regression Analysis
• Classification Using Decision Tree
• Clustering Using k-Means

Regression Analysis

Predicting overall rating of the player.

Dataset

• European Soccer Database

Library

• sqlite3
• pandas
• scikit-learn
• math

Result

Accuracy using Root Mean Square Error : 1.448933508878247

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Classification Using Decision Tree

Prediciting high humidity level.

Dataset

• Daily Weather

Library

• pandas
• scikit-learn
• matplotlib

Result

• Accuracy

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Clustering Using k-Means

Clustering similars days together like Cool days, Warm days, etc.

Dataset

• Minute Weather

Library

• pandas
• scikit-learn
• matplotlib

Result

Dry Days

Cool Days

Warm Days

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