Welcome to the "codsoft_datascience" repository, your one-stop destination for small data science projects. In this repository, you will find a collection of data science projects, each focusing on a different aspect of the field. Whether you are a data science enthusiast, student, or professional, these projects can help you explore various concepts and techniques.
- Project 1: Exploratory Data Analysis (EDA)
- Project 2: Machine Learning Model
- Project 3: Data Visualization
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Description: This project focuses on exploratory data analysis, where we dive deep into a dataset to understand its structure, characteristics, and potential insights.
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Files:
- Project 1 Notebook - Jupyter Notebook containing code and analysis.
- Data - The dataset used for the analysis.
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Results:
- EDA Report - A summary report of the EDA findings.
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Description: This project involves building a machine learning model to solve a specific problem, such as classification or regression.
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Files:
- Project 2 Notebook - Jupyter Notebook containing code and model development.
- Data - The dataset used for training and testing the model.
- Trained Model - The trained machine learning model.
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Results:
- Model Evaluation - Evaluation metrics and results of the trained model.
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Description: In this project, we focus on creating insightful data visualizations to convey information effectively.
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Files:
- Project 3 Notebook - Jupyter Notebook containing code and data visualization examples.
- Data - The dataset used for visualization.
- Visualizations - Output visualizations and charts.
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Results:
- Visualization Gallery - A gallery of the data visualizations created in this project.
Feel free to explore, download, and