For Part 2 of the ML project, me and a partner made another machine learning model. This model would predict the success of a rocket based on the variables of payload_mass,origin_country,company,engine_strength,success_rate. My contributions in this project was making our own csv database using python, working on the API code, and making the frontend.
Frontend HTML Code:
Frontend Fetch command that connects to backend:
Cleaning database and training the ML model:
API code:
CSV Data base made with python:
File:
Reflection: Overall this project was pretty interesting, since I like the field of Machine Learning. I faced quite a few errors revolving the frontend relating to the onclick function leading to a redirect to a error page. I was able to fix this after spending time debugging, and the end product is really cool in my opinion. I would love to do more ML projects in CSP this trimester.
For Part 2 of the ML project, me and a partner made another machine learning model. This model would predict the success of a rocket based on the variables of payload_mass,origin_country,company,engine_strength,success_rate. My contributions in this project was making our own csv database using python, working on the API code, and making the frontend.
Frontend HTML Code:
Frontend Fetch command that connects to backend:
Cleaning database and training the ML model:
API code:
CSV Data base made with python:
File:
Reflection: Overall this project was pretty interesting, since I like the field of Machine Learning. I faced quite a few errors revolving the frontend relating to the onclick function leading to a redirect to a error page. I was able to fix this after spending time debugging, and the end product is really cool in my opinion. I would love to do more ML projects in CSP this trimester.