GitHub - CVallejos87/ProjectDS: Notebook files for the capstone project of the IBM Applied Data Science course

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Notebook files for the capstone project of the IBM Applied Data Science course

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Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
1. Data Collection API.ipynb		1. Data Collection API.ipynb
2. Data Collection with Web Scraping.ipynb		2. Data Collection with Web Scraping.ipynb
3. EDA.ipynb		3. EDA.ipynb
4. EDA with SQL.ipynb		4. EDA with SQL.ipynb
5. EDA with Data Visualization.ipynb		5. EDA with Data Visualization.ipynb
6. Interactive Visual Analytics with Folium.ipynb		6. Interactive Visual Analytics with Folium.ipynb
7. Machine Learning Prediction.ipynb		7. Machine Learning Prediction.ipynb
README.md		README.md

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Capstone Project for the IBM certificate of Data Science. The project is divided in several parts, from data collection vía API (Json and HTML tables), to data exploration, cleaning and modification with pandas and numpy libraries, application of SQL language for querie extraction, applied visualizations with matplotlib library, geographic mapping and marking with the folium library to applied supervised machine learning for model especification for the prediction of success rate of rocket launches.

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Notebook files for the capstone project of the IBM Applied Data Science course

machine-learning sql plotly data-analytics supervised-learning data-analysis folium dash-plotly

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