Bayesian Methods: From Theory to Real-World Applications
Author(s): Shenggang Li Originally published on Towards AI. A Practical Guide to Using Bayesian Techniques in A/B Testing and Uplift Modeling This member-only story is on us. Upgrade to access all of Medium. Photo by Mike Hindle on Unsplash The Bayesian approach …
Optimizing Supply Chain with Time Series Forecasting: A Customer-Centric Approach
Author(s): Shenggang Li Originally published on Towards AI. Using the Repurchase Predictive Model for Product Demand Forecasting This member-only story is on us. Upgrade to access all of Medium. Photo by iStrfry , Marcus on Unsplash In this paper, I explore a …
Solving Complex Business Problems with Mixed-Integer Linear Programming
Author(s): Shenggang Li Originally published on Towards AI. A Practical Exploration of MILP Applications: From Workforce Optimization to Financial Planning and Beyond This member-only story is on us. Upgrade to access all of Medium. Photo by Ruth H Curtis on Unsplash If …
Dynamic Time Series Model Updating
Author(s): Shenggang Li Originally published on Towards AI. Enhancing Forecast Accuracy with Incremental Adjustments Without Rebuilding Models This member-only story is on us. Upgrade to access all of Medium. Photo by Mika Baumeister on Unsplash Imagine you run an online store with …