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IBM Capstone about SpaceX
adgsenpai/IBM-DataScience-SpaceX-Capstone
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I predicted if the Falcon 9 first stage will land successfully. 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. Therefore, if we can determine if the first stage will land, we can determine the cost of a launch. This information can be used if an alternate company wants to bid against SpaceX for a rocket launch.
A letter from Ashlin Darius Govindasamy regarding Plagiarism on this repo
Thank you again for bootstrapping and showing your love on my email/GitHub I appreciate it. I did not know this repo was gonna blow up. I got a slight problem with some people just forking this repo and submitting it to IBM. Forking the repo means copying it into your repo and I permit that but I don't permit you to submit my work to IBM and get duplicates of the project. The reason you paid for the course is that you wanted to learn about Machine Learning/AI and not that certificate. Remember the way you learn something is by practicing and failing. Your success is driven by your failures but what happens if you are successful the first time? Well, you won't have an alternative view to the problem or you will have a narrow path of an approach to the problem. While I did the Capstone. I consulted manuals on Matlab, Plotly, Dash, Gunicorn, etc ... I took it to the next step and put the dashboard on the cloud I even wrote some modules for this Capstone experimenting. When you do the work put in the grind/hours that's when you learn a lot and absorb it in your brain.
Don't be a cheater and submit my repos, a person wrote a mail to me regarding this problem always remember the certificate is not worth that much but It is you the carrier of the skills taking that knowledge to your working place/Personal Company(for entrepreneurs). If you are having a problem with the notebooks feel free to consult my notebooks and learn from your mistakes.
Best Regards
Ashlin Darius Govindasamy
Heroku Deployment (To host the Dashboard in the Cloud for Free)
What you can do is
- Fork the Repo
- Login to Heroku create a new application
To visit the Plotly Dash - dashboard https://adgspacexdashboard.herokuapp.com/
click the link above
Playing with Docker
Well go to my lab @ http://lab.adgstudios.co.za/docker
fill in the following details and you can deploy my image on the cloud at my domain.
you should see something like this when done but name will be different!
then click the globe icon to view the image which is the dash website deployed globally!
Acknowledgements
© copyright ibm corporation 1994, 2021., © adgstudios 2021, code of conduct, contributors 2.
- Jupyter Notebook 99.2%
IMAGES
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COMMENTS
IBM Data Science Capstone Project - SpaceX. Introduction. In this capstone, we will predict if the Falcon 9 first stage will land successfully. 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 ...
Create NumPy array from the Class column; Standardize the data with StandardScaler. Fit and transform the data. Split the data using train_test_split; Create a GridSearchCV object with cv=10 for parameter optimization; Apply GridSearchCV on different algorithms: logistic regression (LogisticRegression()), support vector machine (SVC()), decision tree (DecisionTreeClassifier()), K-Nearest ...
In this capstone project, we will predict if the SpaceX Falcon 9 first stage will land successfully using several machine learning classification algorithms. The main steps in this project include: Data collection, wrangling, and formatting; Exploratory data analysis; Interactive data visualization; Machine learning prediction
Data collection process involved a combination of API requests from SpaceX REST API and Web Scraping data from a table in SpaceX's Wikipedia entry. We had to use both of these data collection methods in order to get complete information about the launches for a more detailed analysis. Data Columns are obtained by using SpaceX REST API:
IBM Data Science Capstone Project ... •Project background and context We predicted if the Falcon 9 first stage will land successfully. SpaceX ... • We worked with SpaceX launch data that is gathered from the SpaceX REST API. • This API will give us data about launches, including information about the rocket used, ...
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 ...
IBM Applied Data Science Capstone | Daniel Barnes | 2022 8 DATA MANIPULATION/WRANGLING -PANDAS Context: • The SpaceX dataset contains several Space X launch facilities, and each location is in the LaunchSitecolumn. • Each launch aims to a dedicated orbit, and some of the common orbit types are shown in the figure below.
Contribute to adgsenpai/IBM-DataScience-SpaceX-Capstone development by creating an account on GitHub. ... IBM Data Science Capstone.pdf. ... Forking the repo means copying it into your repo and I permit that but I don't permit you to submit my work to IBM and get duplicates of the project. The reason you paid for the course is that you wanted ...
2 Introduction • In this capstone, we will predict if the Falcon 9 first stage will land successfully. • 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.
IBM Data Science Capstone Project Jiayang Xing. OUTLINE Executive Summary Introduction Methodology Result Conclusion Appendix. Executive Summary Data gathered from the SpaceX Wikipedia page and open SpaceX API. Labels column 'class' was created to categorize successful landings. used SQL, visualization, folium