What is Tensor Computation for Data Analysis about?

Tensor Computation for Data Analysis provides an in-depth exploration of how tensors and tensor algebra can be utilized for data analysis. This book covers the mathematical foundations of tensor computations and their applications in machine learning, artificial intelligence, and data science. It emphasizes practical examples that demonstrate the versatility of tensor operations, making it a valuable resource for both beginners and experienced analysts seeking to enhance their data processing skills.

Who is the target audience for this book?

The target audience for Tensor Computation for Data Analysis includes data scientists, researchers, and students in computer science or mathematics. It also appeals to professionals in artificial intelligence and machine learning who are looking to deepen their understanding of tensor algebra. By offering detailed insights and practical applications, the book serves as a bridge between theoretical concepts and real-world implementations, making it essential for anyone involved in data analysis.

What types of applications can I find in this book?

This book showcases a variety of applications of tensor computation across fields such as image processing, natural language processing, and signal processing. You will find practical examples that illustrate how tensors can optimize computational solutions for large datasets, enhance neural network performance, and improve model accuracy. These use cases not only clarify concepts but also inspire innovative approaches to data analysis challenges.

Does the book include practical examples or exercises?

Yes, Tensor Computation for Data Analysis includes numerous practical examples and exercises designed to reinforce the reader's understanding. By engaging with hands-on tasks and real-world scenarios, readers can apply the theoretical knowledge they gain in a practical context. This approach makes it easier to grasp complex concepts and encourages readers to experiment with tensor computations in their own projects.

What level of mathematical knowledge is required to understand this book?

A foundational understanding of linear algebra and calculus is recommended for readers of Tensor Computation for Data Analysis. While the book introduces tensor concepts in an accessible manner, familiarity with matrices, vectors, and basic mathematical principles will greatly enhance the learning experience. This prior knowledge allows readers to effectively engage with both the theoretical aspects and practical applications discussed throughout the text.

Can this book help with machine learning projects?

Absolutely! Tensor Computation for Data Analysis is a great resource for enhancing machine learning projects. The book highlights how tensors can be effectively employed in optimization and modeling tasks, particularly in deep learning. By understanding the principles of tensor algebra, readers can implement more robust algorithms, handle large datasets more efficiently, and achieve better performance in their machine learning applications.

Is this book suitable for self-study?

Yes, the structure and content of Tensor Computation for Data Analysis make it suitable for self-study. The book is designed with clarity in mind, allowing readers to progress at their own pace. With its mix of theoretical insights, practical examples, and exercises, self-learners can develop a solid understanding of tensor computations independently, making it an effective study tool for aspiring data analysts.

What programming languages or software does the book use?

The book utilizes popular programming languages and libraries such as Python and TensorFlow to illustrate tensor computations. These languages are widely used in the data science community, making the examples relevant and applicable in real-world scenarios. By following the coding implementations, readers can see how to leverage these tools for their own data analysis needs, enhancing their technical skills in programming and computation.

Where can I buy Tensor Computation for Data Analysis 1st ed. 2022 Edition in Angola?

You can buy Tensor Computation for Data Analysis 1st ed. 2022 Edition from Ubuy, a trusted online retailer that offers a variety of academic and technical books. Ubuy provides a seamless shopping experience, allowing you to find the book easily and enjoy prompt service tailored to your needs. Simply visit the Ubuy website and search for the title to make your purchase.

Are there any prerequisites before reading this book?

While Tensor Computation for Data Analysis is accessible, having basic knowledge of programming (especially in Python) and familiarity with data analysis concepts will significantly benefit the reader. Prerequisites such as an understanding of data structures and algorithms will allow readers to make the most out of the examples provided in the book. With these foundational skills, the transition to more complex tensor operations and applications will be smoother.

Como comprar Tensor Computation for Data Analysis online na Ubuy?

É fácil comprar Tensor Computation for Data Analysis 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.

Tensor Computation for Data Analysis está disponível para compras online em Angola?

Sim, na Ubuy Angola este produto está disponível para você comprar a um preço razoável.. O Tensor Computation for Data Analysis 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

This book is intended to provide non-specialists an overall understanding of tensor computation and its applications in data analysis and presents a systematic and up-to-date overview of tensor decompositions from the engineer's point of view, including tensor extensions of classical matrix-based data analysis techniques. It also includes practical examples in machine learning, signal processing, and other fields.

Artigo n.º: 71291687

Tensor Computation for Data Analysis

86% of respondents would recommend this to a friend

Artigo n.º: 71291687

AOA 122756

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 Terça-feira, Outubro 27

Transação segura

Os nossos principais Parceiros Logísticos

This book is intended to provide non-specialists an overall understanding of tensor computation and its applications in data analysis and presents a systematic and up-to-date overview of tensor decompositions from the engineer's point of view, including tensor extensions of classical matrix-based data analysis techniques. It also includes practical examples in machine learning, signal processing, and other fields.

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

Comprehensive Coverage

This edition provides an in-depth exploration of tensor computation, making complex data analysis techniques accessible to students and professionals alike.

Practical Applications

Focuses on real-world applications of tensor methods in data analysis, equipping readers with skills directly applicable in industries like machine learning and artificial intelligence.

User-Friendly Format

Structured with clear explanations and examples, this book simplifies tensor concepts, ensuring that both beginners and experienced practitioners can effectively enhance their data analysis capabilities.

Detalhes do produto

Provides an understanding of tensor computation and its applications in data analysis for non-specialists, researchers, engineers, and students
Offers a systematic overview of tensor decompositions and comprehensive coverage of tensor computation-based data analysis techniques
Presents practical examples in machine learning, signal processing, data mining, computer vision, remote sensing, and biomedical engineering for easy understanding and implementation
The book also discusses potential applications in neuroscience, communication, psychometrics, chemometrics, biometrics, quantum physics, quantum chemistry, etc.
Covers basic notations, preliminary operations in tensor computations, main tensor decompositions and their properties, and tensor-based data analysis techniques
Includes typical applications with experimental results such as image reconstruction, image enhancement, data fusion, signal recovery, recommendation system, knowledge graph acquisition, traffic flow prediction, and more

Publisher	Springer
Publication date	September 2, 2022
Edition	2022nd
Language	English
Print length	358 pages
ISBN-10	3030743888
ISBN-13	978-3030743888
Item Weight	1.24 pounds (560 grams)
Dimensions	6.1 x 0.82 x 9.25 inches (15.5 x 2.1 x 23.5 cm)

Quem Deverá Comprar?

Data Scientists
Ideal for data scientists looking to enhance their analytical skills with advanced tensor computation techniques.
Graduate Students
Beneficial for graduate students studying data analysis or machine learning, providing essential theoretical foundations and practical applications.
AI Researchers
Great for AI researchers needing to implement tensor operations efficiently in their machine learning algorithms.

Beginners
Not suitable for beginners lacking foundational knowledge in data analysis or tensor mathematics.

DESCRIÇÃO DO PRODUTO

Tensor Computation for Data Analysis

Tem alguma Dúvida? Converse connosco

Perguntas e respostas do cliente

Pergunta: Como comprar Tensor Computation for Data Analysis online na Ubuy?

Resposta: É fácil comprar Tensor Computation for Data Analysis 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: Tensor Computation for Data Analysis está disponível para compras online em Angola?

Resposta: Sim, na Ubuy Angola este produto está disponível para você comprar a um preço razoável.. O Tensor Computation for Data Analysis 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.

DSPs Editorial Review

Nenhuma análise editorial encontrada

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

Comprehensive coverage of tensors
User-friendly explanations
Great for data analysis techniques
Includes practical examples
Well-structured and organized

Contras

Some topics may require prior knowledge.

CONFIANÇA NA PLATAFORMA E SEGURANÇA DO COMPRADOR

4.2/5 9704 reviews

Ler avaliações

Jasmin

Comprador verificado

“Great products and very good service: very easy and very fast international delivery.”

9 September 2026 · via Trustpilot

Anke

Comprador verificado

“Wonderful online shopping experience, smooth transaction from the start. Payment method works conveniently and delivery is unexpectedly fast and reliable. You go the extra mile for service. What makes this even more amazing, you deliver to Namibia. I will remain a happy Ubuy customer and will increase my purchases for sure! Thank you!”

10 September 2026 · via Trustpilot

Hazel

Comprador verificado

“Very easy to find the products what you need, and so fast delivery, that’s why I highly recommended to others costumers to used ubuy.”

10 September 2026 · via Trustpilot

Opaleye

Comprador verificado

“I received exactly what I ordered I was skeptical about your site because that was my first time to order. But the order came timely and neatly packaged. I was not disappointed. Thank you.”

11 September 2026 · via Trustpilot

Adele

Comprador verificado

“Easy to find and order what you want on the website. Delivery is quick to the UK”

8 September 2026 · via Trustpilot

PORQUÊ COMPRAR CONNOSCO

Checkout Seguro Entrega Global Devoluções Fáceis Produtos Genuínos

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 122756

Encomende já e receba por volta de Terça-feira, Outubro 27

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

Provides an overall understanding of tensor computation and its applications in data analysis.
Presents a systematic and up-to-date overview of tensor decompositions from an engineer's point of view.
Includes practical examples in machine learning, signal processing, and other fields.
Covers tensor dictionary learning, low rank tensor recovery, tensor completion, coupled tensor analysis, tensor regression, and others.
Additionally, this book includes a number of typical applications with experimental results.
The practical data analysis techniques presented can be applied in a wide range of applications such as neuroscience, quantum chemistry, and more.

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.

Tensor Computation for Data Analysis

AOA 122756

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

DSPs Editorial Review

Avaliações e Classificações dos Clientes

Avaliar este produto

Prós

Contras

CONFIANÇA NA PLATAFORMA E SEGURANÇA DO COMPRADOR

PORQUÊ COMPRAR CONNOSCO

Histórico de preços do produto

Informação importante

AOA 122756

Recursos e benefícios

Ubuy Assurance

Fast
Shipping

Devolução
gratuita^*