search

cmunch1 / nba-prediction

A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.
https://cmunch1.github.io/nba-prediction/
220 stars 36 forks source link

High level design of your project #5

Open Carlo-Carandang opened 1 year ago

Carlo-Carandang commented 1 year ago

I like your end to end AI project- all the components are there for a complete AI system. Can you draw your high level design for the architecture of this project? It will help to map your different pipelines and how they connect and integrate with one another. Thanks! Great job!

cmunch1 commented 1 year ago

Hi Carlo, thanks for the feedback! That's a good idea about a diagram of the high level design. I will try to put one together and will post back here when it's complete. Thanks again!

cmunch1 commented 1 year ago

Hi Carlo, I added a couple of diagrams to the readme file. Let me know what you think. Thanks!

Carlo-Carandang commented 1 year ago

Hi Chris, the diagrams make it much more clear- thanks! I notice you start with initial data acquisition and setup, and then go directly into the production pipeline. Can you continue from the initial data acquisition/setup, and go on to draw the dev environment/pipeline, test/staging environment/pipeline? You already have the production pipeline delineated well! Just wanted to see your end to end AI solution: dev -> test/staging -> prod. Thanks again!

cmunch1 commented 1 year ago

I'm hoping to find some time this week to work on this. Thanks again for the feedback!

cmunch1 commented 1 year ago

Hi Carlo, I got another diagram added. Take a look when you get a chance and see if I'm going in the right direction. Thanks again!