![]() ![]() SpaceX advertises Falcon 9 rocket launches on its website with a cost of 62 million dollars wheras other providers cost upward of 165 million dollars each, much of the savings is because Space X can reuse the first stage. It is the only private company ever to return a spacecraft from low-earth orbit, which it first accomplished in December 2010. SpaceX has gained worldwide attention for a series of historic milestones. Load the dataset into the corresponding table in a Db2 databaseĮxecute SQL queries to answer assignment questions TASK 8: Cast all numeric columns to float64 TASK 7: Create dummy variables to categorical columns ![]() TASK 6: Visualize the launch success yearly trend TASK 5: Visualize the relationship between Payload and Orbit type TASK 4: Visualize the relationship between FlightNumber and Orbit type TASK 3: Visualize the relationship between success rate of each orbit type TASK 2: Visualize the relationship between Payload and Launch Site ![]() TASK 1: Visualize the relationship between Flight Number and Launch Site TASK 4: Create a landing outcome label from Outcome column TASK 3: Calculate the number and occurence of mission outcome per orbit type TASK 2: Calculate the number and occurrence of each orbit TASK 1: Calculate the number of launches on each site TASK 3: Create a data frame by parsing the launch HTML tables ![]() TASK 2: Extract all column/variable names from the HTML table header TASK 1: Request the Falcon9 Launch Wiki page from its URL Parse the table and convert it into a Pandas data frame Web scrap Falcon 9 launch records with BeautifulSoup:Įxtract a Falcon 9 launch records HTML table from Wikipedia Task 2: Filter the dataframe to only include Falcon 9 launches Task 1: Request and parse the SpaceX launch data using the GET request With the help of your Data Science findings and models, the competing startup you have been hired by can make more informed bids against SpaceX for a rocket launch. Therefore if you can accurately predict the likelihood of the first stage rocket landing successfully, you can determine the cost of a launch. SpaceX advertises Falcon 9 rocket launches on its website, with a cost of 62 million dollars other providers cost upward of 165 million dollars each, much of the savings is because SpaceX can reuse the first stage. You are tasked with predicting if the first stage of the SpaceX Falcon 9 rocket will land successfully. You will assume the role of a Data Scientist working for a startup intending to compete with SpaceX, and in the process follow the Data Science methodology involving data collection, data wrangling, exploratory data analysis, data visualization, model development, model evaluation, and reporting your results to stakeholders. This capstone project course will give you a taste of what data scientists go through in real life when working with real datasets. This information can be used if an alternate company wants to bid against SpaceX for a rocket launch. Therefore if we can determine if the first stage will land, we can determine the cost of a launch. In this capstone, we will predict if the Falcon 9 first stage will land successfully. SpaceX-Falcon9-DataScience-Capstone INTRODUCTION ![]()
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