What topics are covered in Data Science for Supply Chain Forecasting 2nd ed. Edition?

This edition explores a range of essential topics including forecasting models, predictive analytics, and machine learning applications specific to supply chain dynamics. It emphasizes practical examples and case studies that apply data science techniques to real-world supply chain challenges, ensuring readers gain both theoretical and practical insights. Those in logistics, demand planning, and inventory management will find invaluable guidance on leveraging data to make informed decisions and improve operational efficiency.

Who is the target audience for this book?

Data Science for Supply Chain Forecasting is ideal for students, professionals, and researchers interested in mastering data science methods within the context of supply chain management. It caters to individuals in roles such as data analysts, supply chain managers, and operations researchers, providing them with the necessary tools and knowledge to implement data-driven forecasting strategies effectively.

Can beginners understand the content of this book?

Yes, the book is structured to accommodate various levels of expertise. While it covers advanced concepts of data science, it starts with foundational principles, making it accessible for beginners. With step-by-step explanations and practical examples, novices will grasp the core concepts of forecasting in supply chains, enhancing their confidence and skills in data analytics.

What is the significance of forecasting in supply chain management?

Forecasting plays a critical role in supply chain management as it helps businesses anticipate demand, manage inventory levels, and streamline operations. Accurate forecasting minimizes excess stock and reduces the risk of stockouts, leading to improved customer satisfaction and cost efficiency. This book emphasizes forecasting techniques that enable better decision-making and strategic planning in supply chain operations.

How does this edition differ from the previous edition?

The 2nd edition features updated methodologies, expanded datasets, and enhanced case studies that reflect recent advancements in data science and supply chain practices. New chapters have been added to address current trends such as big data analytics and AI integration, making it more relevant for today's fast-evolving supply chain landscape. Readers can expect richer content that aligns with contemporary challenges faced in the industry.

Are there any hands-on projects included in the book?

Yes, the book includes practical projects and exercises that encourage readers to apply the concepts learned to real datasets. These hands-on projects help reinforce theoretical knowledge through practical application, making it easier for practitioners to implement the techniques in their work. This experiential learning approach enhances comprehension and retention of advanced analytics methods.

What statistical tools and software does the book recommend?

The book discusses various statistical tools and software commonly used in data science and supply chain forecasting, such as R, Python, and specialized forecasting tools. It provides insights into how to leverage these tools for effective data analysis and modeling. This guidance empowers readers to choose the right technology stack for their specific forecasting needs, ultimately optimizing their analytical capabilities.

Is the book relevant for industries outside of traditional supply chain sectors?

Absolutely! While the primary focus is on supply chain forecasting, the methodologies and principles outlined in the book can be applied to various industries including retail, manufacturing, and logistics. Professionals in diverse fields will find the content beneficial to enhance their forecasting techniques, enabling better inventory management and customer service across different sectors.

How can the knowledge from this book be applied in a professional setting?

Professionals can apply the forecasting techniques and insights gained from the book to optimize inventory levels, predict customer demand, and improve decision-making processes in their organizations. For example, a supply chain manager could utilize the predictive analytics methods outlined to anticipate fluctuations in demand and adjust procurement strategies accordingly, leading to cost savings and improved service levels.

Where can I buy Data Science for Supply Chain Forecasting 2nd ed. Edition in Angola?

You can purchase Data Science for Supply Chain Forecasting 2nd ed. Edition from Ubuy. Ubuy is a trusted e-commerce platform that offers a wide selection of books and products, ensuring you can easily find what you're looking for. They provide competitive pricing and convenient buying options, making it a suitable choice for obtaining this essential resource.

Como comprar Data Science for Supply Chain Forecasting online na Ubuy?

É fácil comprar Data Science for Supply Chain Forecasting online na Ubuy.. Você só precisa procurar o produto, escolher a forma de envio na hora de finalizar a compra e receber no seu endereço.

Data Science for Supply Chain Forecasting está disponível para compras online em Angola?

Sim, na Ubuy Angola este produto está disponível para você comprar a um preço razoável.. O Data Science for Supply Chain Forecasting não está disponível localmente, mas você pode confiar em nós com nossos serviços de remessa expressa.

Quanto tempo leva para receber o produto após fazer o pedido?

O tempo de entrega do seu produto encomendado varia de acordo com o que você pediu e o método de envio que você escolheu.. O tempo estimado de entrega é mencionado durante o processo de checkout, portanto, fique despreocupado ao fazer compras.

Ver Original

Data Science for Supply Chain Forecasting

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.

Artigo n.º: 22294367

Data Science for Supply Chain Forecasting

90% of respondents would recommend this to a friend

Artigo n.º: 22294367

AOA 50158

Detalhes do Preço

Excluindo custos de envio e alfandegários ( Os custos de envio e alfandegários serão calculados na finalização da compra )

^{*Todos os artigos serão importados de EUA}

Disponibilidade : Em stock

Importado da loja USA

Qtd.:

Encomende já e receba por volta de Monday, Outubro 12

Transação segura

Os nossos principais Parceiros Logísticos

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.

Garantia U-Care:

Nenhuma

Selecione um plano

Fast
Shipping

Devolução
gratuita^*

Embalagem Segura

Produtos 100% Originais

Certificação PCI DSS

Certificação ISO 27001

Note: Step Down Voltage Transformer required for using electronics products of EUA store (110-120). Recommended power converters COMPRAR AGORA.

O que se Destaca

Practical Insights

Offers real-world applications of data science techniques tailored for supply chain forecasting, enabling professionals to enhance accuracy and efficiency.

Updated Content

This second edition incorporates the latest trends and advancements in data science and supply chain management, ensuring readers have current and relevant knowledge.

Comprehensive Techniques

Covers a wide range of forecasting methods, from traditional to cutting-edge algorithms, equipping readers with diverse tools to tackle supply chain challenges effectively.

Detalhes do produto

A comprehensive guide to using data science techniques for supply chain forecasting
Covers advanced topics including time series analysis, machine learning algorithms, and demand planning
Explains how to leverage historical sales data and external factors to accurately predict future demand
Includes real-world case studies and practical examples to demonstrate the application of data science in forecasting
Offers insights into improving inventory management and optimizing supply chain operations
Suitable for both beginners and experienced professionals in the field of supply chain management and data science

Publisher	De Gruyter
Publication date	March 22, 2021
Edition	2nd ed.
Language	English
Print length	310 pages
ISBN-10	3110671107
ISBN-13	978-3110671100
Item Weight	1.15 pounds (520 grams)
Dimensions	6.69 x 0.7 x 9.45 inches (17 x 1.8 x 24 cm)

Quem Deverá Comprar?

Supply Chain Analysts
Analysts seeking optimal forecasting techniques in supply chains will benefit from data-driven methods offered in this book.
Business Students
Students specializing in logistics or data science can enhance their understanding of supply chain dynamics and analytics.
Data Scientists
Data scientists interested in applying statistical algorithms to forecast demand and supply in supply chains will gain insights.

Beginners in Data Science
Novices may find the concepts and methods too advanced without prior knowledge of statistics and programming fundamentals.

DESCRIÇÃO DO PRODUTO

Data Science for Supply Chain Forecasting

Tem alguma Dúvida? Converse connosco

Perguntas e respostas do cliente

Pergunta: Como comprar Data Science for Supply Chain Forecasting online na Ubuy?

Resposta: É fácil comprar Data Science for Supply Chain Forecasting online na Ubuy.. Você só precisa procurar o produto, escolher a forma de envio na hora de finalizar a compra e receber no seu endereço.
Pergunta: Data Science for Supply Chain Forecasting está disponível para compras online em Angola?

Resposta: Sim, na Ubuy Angola este produto está disponível para você comprar a um preço razoável.. O Data Science for Supply Chain Forecasting não está disponível localmente, mas você pode confiar em nós com nossos serviços de remessa expressa.
Pergunta: Quanto tempo leva para receber o produto após fazer o pedido?

Resposta: O tempo de entrega do seu produto encomendado varia de acordo com o que você pediu e o método de envio que você escolheu.. O tempo estimado de entrega é mencionado durante o processo de checkout, portanto, fique despreocupado ao fazer compras.

Total Quality Management Editorial Review

"Data Science for Supply Chain Forecasting" offers an introductory guide to data science in supply chain forecasting. However, the review highlights that the material provided is basic and not specific to the supply chain. The author provides an array of statistical models, which a data scientist would already be familiar with. The last couple of pages offer supply chain solutions, advice on how to deal with stakeholders, and essential KPIs. The review suggests that this book is for junior, excel-based analysts/planners. Despite the lacking material, the book excels in providing accessible language, and it offers a strong foundation of SCM topics.

Avaliações e Classificações dos Clientes

5.0

1 classificações de clientes

5 Estrela

100%
4 Estrela

0%
3 Estrela

0%
2 Estrela

0%
1 Estrela

0%

Avaliar este produto

Partilhe as suas ideias com outros clientes

Prós

Accessible language
Offers fundamental knowledge of SCM topics

Contras

Lack of material

Histórico de preços do produto

Informação importante

Limitações: para produtos expedidos internacionalmente, tenha em atenção que qualquer garantia do fabricante pode não ser válida; opções de serviço do fabricante podem não estar disponíveis; manuais de produtos, instruções e avisos de segurança podem não estar nas línguas do país de destino; os produtos (e materiais que o acompanham) pode não ter sido concebido em conformidade com as normas, especificações e requisitos de rotulagem do país de destino; e os produtos podem não estar em conformidade com a voltagem e outras normas elétricas do país de destino (requerendo assim o uso de um adaptador ou conversor caso seja apropriado). O destinatário é responsável por garantir que o produto pode ser legalmente importado para o país de destino. Quando encomenda à Ubuy ou aos seus afiliados, o destinatário é o importador de registo e deve estar em conformidade com todas as leis e regulamentos do país de destino.
Nem todos os produtos listados na Ubuy estão à venda, uma vez que a Ubuy é um motor de busca global. Os produtos estão sujeitos a leis de exportação/comércio.

AOA 50158

Encomende já e receba por volta de Monday, Outubro 12

Qtd.:

Transação segura

Em conformidade com a norma PCI DSS e com certificação ISO 27001:2022, com pagamentos encriptados e proteção total do comprador em todas as encomendas.

Os nossos principais Parceiros Logísticos

Entrega internacional mais rápida

Recursos e benefícios

True scientific method required for data science approach
45% extra content and 4 new chapters including neural networks introduction
Covers traditional statistical forecasting models as well as machine learning and demand forecasting process management
Do-it-yourself sections with implementations provided in Python and Excel
Benefit supply chain practitioners, demand planners, forecasters and analysts

Ubuy Assurance

Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns ^*, and secure packaging on every order.

Data Science for Supply Chain Forecasting

AOA 50158

Fast Shipping

Devolução gratuita*

Embalagem Segura

Produtos 100% Originais

Certificação PCI DSS

Certificação ISO 27001

O que se Destaca

Detalhes do produto

Quem Deverá Comprar?

DESCRIÇÃO DO PRODUTO

Perguntas e respostas do cliente

Total Quality Management Editorial Review

Avaliações e Classificações dos Clientes

Avaliar este produto

Prós

Contras

Histórico de preços do produto

Informação importante

AOA 50158

Recursos e benefícios

Ubuy Assurance

Fast
Shipping

Devolução
gratuita^*