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Data Science for Supply Chain Forecasting Ed 2 free ebook download

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Management

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Catalogue

Author(s):	Nicolas Vandeput

Date:	2021	Format:	rar	Language:	English	ISBN/ASIN:	3110671107
Pages:	280	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	7/17/2021 1:18:23 PM

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Using data science in order to solve a problem requires a scientific mindset more than coding skills. Data Science for Supply Chain Forecasting, Second Edition contends that a true scientific method which includes experimentation, observation, and constant questioning must be applied to supply chains to achieve excellence in demand forecasting.
This second edition adds more than 45 percent extra content with four new chapters including an introduction to neural networks and the forecast value added framework. Part I focuses on statistical "traditional" models, Part II, on machine learning, and the all-new Part III discusses demand forecasting process management. The various chapters focus on both forecast models and new concepts such as metrics, underfitting, overfitting, outliers, feature optimization, and external demand drivers. The book is replete with do-it-yourself sections with implementations provided in Python (and Excel for the statistical models) to show the readers how to apply these models themselves.
This hands-on book, covering the entire range of forecasting from the basics all the way to leading-edge models will benefit supply chain practitioners, forecasters, and analysts looking to go the extra mile with demand forecasting.

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3017672	Book	https://nitro.download/view/6E2B375A2E5B...		0.00	gestalt

Tags: Chain Data Forecasting Science Supply

Title	Link	Password	Size	Reason

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Data Science for Supply Chain Forecasting Ed 2 free ebook download

Category: Management

Description: Click to see full description

Category:
Management