rodrigoalvamat / certification-ibm-data-science-capstone

IBM Data Science Professional Certificate Capstone Project

IBM Data Science Professional Certificate - Capstone Project

Author: Rodrigo de Alvarenga Mattos

January 8, 2022

Project Background and Context​

SpaceX is holding a remarkable position in the commercial space industry as a result of the low cost of launching a rocket. According to the company, the standard payment plan for a Falcon 9 launch is $62 million; while the cost of other providers exceeds $165 million. Much of the savings is because SpaceX can reuse the rocket's first stage.

Problems Analyzed​

1. What determines whether a rocket will land successfully?​

2. Which variables have the greatest influence on the landing success rate?​

3. Can we estimate the cost of a launch by predicting whether the first stage will land?

Jupyter Notebooks

Data Collection from SpaceX Rest API

Data Collection using Web Scraping from Wikepedia

Exploratory Data Analysis

Exploratory Data Analysis with Data Visualization

Exploratory Data Analysis with SQL

Interactive Visual Analytics

Machine Learning Prediction

Interactive Dashboard

Source Code

Live Application hosted on Google Cloud App Engine

Presentation

PDF file

PowerPoint file

My Certification

• Name: IBM Data Science Specialization
• Issue Date: January 2022
• Credential ID: YBMLXAZ4WHEN
• Credential URL