Supply chain - Book cover - 2021

Data Science for
Supply Chain Forecast

Inventory Optimization
Models and Simulations

DATA SCIENCE FOR SUPPLY CHAIN FORECAST

Data Science for Supply Chain Forecast is the ultimate book for supply practitioners to learn how to use data science and machine learning to forecast demand. The book is full of examples, code extracts, ideas, and step-by-step how-to to show you how you can do it. You don’t need a math PhD nor to be an IT genius, to start using machine learning today.
BOOK INTRO
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CHAPTERS

Learn what is underfitting & overfitting and how you can avoid both. Create your own models to spot demand outliers and correct them automatically. Understand what are the differences between all the forecast KPI (RMSE, MAE & MAPE) and which is best suited to your dataset.

Discover what is machine learning and start to experiment with one of the 6 models explained in the book. Create one of the most advanced forecast models and let your computer classify the different products into categories. 

Statistical models will allow you to understand the underlying structures behind the demand of any products. It will also be a great addition to any machine learning model. Data Science for Supply Chain Forecast will cover 6 different statistical models to get you up-to-speed.

The book contains a short introduction to python and multiple code extracts as well as practical how-to for YOU to experiment with the different algorithms. You don’t need to be an IT person to start to apply your machine learning models. 

INVENTORY OPTIMIZATION
MODELS AND SIMULATIONS

“In his second book, Inventory Optimization : Models and Simulations, Nicolas Vandeput hacks his way through the maze of quantitative supply chain optimizations. This book illustrates how the quantitative optimization of 21st century supply chains should be crafted and executed. . . . Vandeput is at the forefront of a new and better way of doing supply chains, and thanks to a richly illustrated book, where every single situation gets its own illustrating code snippet, so could you.”
Joannes Vermorel (CEO Lokad)
BOOK INTRO
BUY IT

CHAPTERS

AUTHOR

Nicolas Vandeput

Supply chain - Book cover - 2021

BOOK

Data Science for

Supply Chain Forecast

BUY IT

BOOK

Inventory Optimization

Models and Simulations

BUY IT