Simple Linear Regression Slides

Colorado Avalanche roster rankings from 2016-2025 against the players +/- scores, which indicate their presence on the ice when their team scores or when their opponent scores.Overall, the highest ranked players are inconsistent in these scores, with the lower ranked players consistent around zero.The inconsistencies largely come from the year, and how good the overall team is in that year.

Lab 1

Colorado Avalanche Player Rankings and +/- Scores

Final Project

The aim of this project is to apply data science and machine learning techniques to manufacturing sensor data in order to predict machine failures. By identifying potential issues in advance, the proposed model can support more efficient maintenance planning and reduce disruptions in production processes.