Context
This analysis and report are part of the capstone project of the IBM Data Science Professional Certificate. Here we examine the capabilities of launching and returning rockets in relation to their payload and other factors.
Context
This analysis and report are part of the capstone project of the IBM Data Science Professional Certificate. Here we examine the capabilities of launching and returning rockets in relation to their payload and other factors.
Executive Summary
Project background and context
Problems we want to explore
Methodology
Data Collection – API and Web Scraping
Data Wrangling
Exploratory Data Analysis (EDA) with Data Visualization
Flight Number vs. Launch Site
Payload vs. Launch Site
Success Rate vs. Orbit Type
Launch Success Yearly Trend
Success rates of launch sites (Folium Map)
Model accuracy for all built classification models (bar chart)
Predictive Analysis (Classification)
Confusion Matrix of one of the best performing model
Conclusion
this project was part of the IBM Data Science Professional certificate