Capstone Project
TECHNOLOGY CATEGORY
Machine Learning / AIINDUSTRY SPONSOR
RegentSoftPROBLEM SPACE
Society and ArtDATE COMPLETED
December 01, 2018
Regentsoft
Problem
In recent years, RegentSoft has begun to provide new services such as clothing sales prediction. However, currently, the prediction work is finished manually by sales experts according to their experiences, which can be inaccurate and inefficient.
Approach
According to researchconducted by the team, there is a huge market for sales forecasting in the clothing retailing industry. Currently, competitors in the ERP market either lack familiarity with the clothing industry or just predict the sales manually by experts.
Solution
Users of this product can upload historical sales data to the cloud and have it automatically cleaned and processed. A Machine Learning model is then trained on the cloud using this data and can be queried for prediction at anytime.