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Deep Learning with PyTorch Quick Start Guide

Learn to train and deploy neural network models in Python

de David Julian ...

Introduction to deep learning and PyTorch by building a convolutional neural network and recurrent neural network for real-world use cases such as image classification, transfer learning, and natural language processing.Key FeaturesClear and concise explanationsGives important insights into deep learning modelsPractical demonstration of key conceptsBook DescriptionPyTorch is extremely powerful and ... Leer más

$25.99 USD o gratis con Kobo Plus

Introduction to deep learning and PyTorch by building a convolutional neural network and recurrent neural network for real-world use cases such as image classification, transfer learning, and natural language processing.Key FeaturesClear and concise explanationsGives important insights into deep learning modelsPractical demonstration of key conceptsBook DescriptionPyTorch is extremely powerful and
... Leer más
Hands-On Recommendation Systems with Python

Start building powerful and personalized, recommendation engines with Python

de Rounak Banik ...

With Hands-On Recommendation Systems with Python, learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the webKey FeaturesBuild industry-standard recommender systemsOnly familiarity with Python is requiredNo need to wade through complicated machine learning theory to use this bookBook ... Leer más

$25.99 USD o gratis con Kobo Plus

With Hands-On Recommendation Systems with Python, learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the webKey FeaturesBuild industry-standard recommender systemsOnly familiarity with Python is requiredNo need to wade through complicated machine learning theory to use this bookBook
... Leer más
Innovations in ICT: Sustainability for Societal and Industrial Impact

Proceedings of 5th International Conference on Data Engineering and Communication Technology (ICDECT 2024), Volume 3

Edición de Vikrant Bhateja, Vazeerudeen Abdul Hameed, Siba K. Udgata, Jinshan Tang ...

Series series Springer Nature Proceedings excluding Computer Science
This book includes selected papers presented at the 5th International Conference on Data Engineering and Communication Technology (ICDECT 2024), held at Asia Pacific University of Technology and Innovation (APU, Kuala Lumpur, Malaysia, during 28–29 September 2024. It features advanced, multidisciplinary research towards the design of smart computing, information systems and electronic systems. It ... Leer más

$242.09 USD

This book includes selected papers presented at the 5th International Conference on Data Engineering and Communication Technology (ICDECT 2024), held at Asia Pacific University of Technology and Innovation (APU, Kuala Lumpur, Malaysia, during 28–29 September 2024. It features advanced, multidisciplinary research towards the design of smart computing, information systems and electronic systems. It
... Leer más
Python 資料處理實戰

用 CSV、Excel、JSON 與 API 建立可驗證、可重跑的資料流程

de Happy eBook Authors ...

學過基本 Python，卻不知道如何把 CSV、Excel、JSON 與 API 整理成可靠的資料流程？《Python 資料處理實戰》以「晴日商店」合成資料為連續案例，帶你從檔案讀寫、型別與缺值處理開始，逐步完成資料清理、Schema 驗證、Excel 報表、JSONL 批次處理、API 同步與每日資料管線。本書不只示範成功案例，也實際處理缺檔、格式錯誤、重複資料、API 404／503、輸出衝突與產物竄改。每章均提供可執行命令、預期輸出、退出碼、錯誤案例、驗證清單與練習題。你將學會建立可驗證、可重跑、能保留錯誤證據並安全發布結果的 Python 資料處理流程。範例以 Python 3.12 完整驗證，支援 Python 3.11～3.13，並提供公開隨書檔案、版本下載、勘誤與技術問題服務。 ... Leer más

$9.99 USD o gratis con Kobo Plus

學過基本 Python，卻不知道如何把 CSV、Excel、JSON 與 API 整理成可靠的資料流程？《Python 資料處理實戰》以「晴日商店」合成資料為連續案例，帶你從檔案讀寫、型別與缺值處理開始，逐步完成資料清理、Schema 驗證、Excel 報表、JSONL 批次處理、API 同步與每日資料管線。本書不只示範成功案例，也實際處理缺檔、格式錯誤、重複資料、API 404／503、輸出衝突與產物竄改。每章均提供可執行命令、預期輸出、退出碼、錯誤案例、驗證清單與練習題。你將學會建立可驗證、可重跑、能保留錯誤證據並安全發布結果的 Python 資料處理流程。範例以 Python 3.12 完整驗證，支援 Python 3.11～3.13，並提供公開隨書檔案、版本下載、勘誤與技術問題服務。
... Leer más
Python数据分析（第2版）

Chinese Edition

de Posts & Telecom Press, Armando Fandango ...

学习Python编程，轻松应对大数据分析任务，掌握信号处理、时间序列、文本数据分析、机器学习等高级技能Key Features在本书的最后，采用3个附录的形式为读者补充了一些重要概念、常用函数以及在线资源等重要内容。示例丰富、简单易懂Book DescriptionPython作为一种高级程序设计语言，凭借其简洁、易读及可扩展性日渐成为程序设计领域备受推崇的语言。同时，Python语言的数据分析功能也逐渐为大众所认可。本书就是一本介绍如何用Python进行数据分析的学习指南。全书共12章，从Python程序库入门、NumPy数组和Pandas入门开始，陆续介绍了数据的检索、数据加工与存储、数据可视化等内容。同时，本书还介绍了信号处理与时间序列、应用数据库、分析文本数据与社交媒体、预测性分析与机器学习、Python生态系统的外部环境和云计算、性能优化及分析、并发性等内容。在本书的最后 ... Leer más

$39.99 USD o gratis con Kobo Plus

学习Python编程，轻松应对大数据分析任务，掌握信号处理、时间序列、文本数据分析、机器学习等高级技能Key Features在本书的最后，采用3个附录的形式为读者补充了一些重要概念、常用函数以及在线资源等重要内容。示例丰富、简单易懂Book DescriptionPython作为一种高级程序设计语言，凭借其简洁、易读及可扩展性日渐成为程序设计领域备受推崇的语言。同时，Python语言的数据分析功能也逐渐为大众所认可。本书就是一本介绍如何用Python进行数据分析的学习指南。全书共12章，从Python程序库入门、NumPy数组和Pandas入门开始，陆续介绍了数据的检索、数据加工与存储、数据可视化等内容。同时，本书还介绍了信号处理与时间序列、应用数据库、分析文本数据与社交媒体、预测性分析与机器学习、Python生态系统的外部环境和云计算、性能优化及分析、并发性等内容。在本书的最后
... Leer más
Extending Power BI with Python and R

Ingest, transform, enrich, and visualize data using the power of analytical languages

de Luca Zavarella, Francesca Lazzeri ...

Perform more advanced analysis and manipulation of your data beyond what Power BI can do to unlock valuable insights using Python and R Key Features • Get the most out of Python and R with Power BI by implementing non-trivial code • Leverage the toolset of Python and R chunks to inject scripts into your Power BI dashboards • Implement new techniques for ingesting, enriching, and visualizing data ... Leer más

$39.99 USD o gratis con Kobo Plus

Perform more advanced analysis and manipulation of your data beyond what Power BI can do to unlock valuable insights using Python and R Key Features • Get the most out of Python and R with Power BI by implementing non-trivial code • Leverage the toolset of Python and R chunks to inject scripts into your Power BI dashboards • Implement new techniques for ingesting, enriching, and visualizing data
... Leer más
Cracking the Data Science Interview

Unlock insider tips from industry experts to master the data science field

de Leondra R. Gonzalez, Aaren Stubberfield ...

Rise above the competition and excel in your next interview with this one-stop guide to Python, SQL, version control, statistics, machine learning, and much moreKey FeaturesAcquire highly sought-after skills of the trade, including Python, SQL, statistics, and machine learningGain the confidence to explain complex statistical, machine learning, and deep learning theoryExtend your expertise beyond ... Leer más

$23.99 USD o gratis con Kobo Plus

Rise above the competition and excel in your next interview with this one-stop guide to Python, SQL, version control, statistics, machine learning, and much moreKey FeaturesAcquire highly sought-after skills of the trade, including Python, SQL, statistics, and machine learningGain the confidence to explain complex statistical, machine learning, and deep learning theoryExtend your expertise beyond
... Leer más
Geospatial Data Science Quick Start Guide

Effective techniques for performing smarter geospatial analysis using location intelligence

de Abdishakur Hassan, Jayakrishnan Vijayaraghavan ...

Discover the power of location data to build effective, intelligent data models with Geospatial ecosystemsKey FeaturesManipulate location-based data and create intelligent geospatial data modelsBuild effective location recommendation systems used by popular companies such as UberA hands-on guide to help you consume spatial data and parallelize GIS operations effectivelyBook DescriptionData ... Leer más

$22.99 USD o gratis con Kobo Plus

Discover the power of location data to build effective, intelligent data models with Geospatial ecosystemsKey FeaturesManipulate location-based data and create intelligent geospatial data modelsBuild effective location recommendation systems used by popular companies such as UberA hands-on guide to help you consume spatial data and parallelize GIS operations effectivelyBook DescriptionData
... Leer más
Practical Data Science Environments with Python and R

Build and Manage Streamlined Workflows with Python and R for Real-World Insights and Analysis (English Edition)

de Astha Puri, Rohan Mathur ...

From Beginner to Practitioner: A Practical Path to Learning Data ScienceKey Features● Build production-ready data science environments from scratch.● Learn Python and R through complete, real-world workflows for cleaning, visualizing, and modeling data.● Learn real-world and practical workflows used by modern data organizations.Book DescriptionData science often fails beginners not becau... ... Leer más

$19.95 USD o gratis con Kobo Plus

From Beginner to Practitioner: A Practical Path to Learning Data ScienceKey Features● Build production-ready data science environments from scratch.● Learn Python and R through complete, real-world workflows for cleaning, visualizing, and modeling data.● Learn real-world and practical workflows used by modern data organizations.Book DescriptionData science often fails beginners not becau...
... Leer más
Python Tools for Scientists

An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries

de Lee Vaughan ...

An introduction to the Python programming language and its most popular tools for scientists, engineers, students, and anyone who wants to use Python for research, simulations, and collaboration.Python Tools for Scientists will introduce you to Python tools you can use in your scientific research, including Anaconda, Spyder, Jupyter Notebooks, JupyterLab, and numerous Python libraries. You’ll ... Leer más

$29.99 USD

An introduction to the Python programming language and its most popular tools for scientists, engineers, students, and anyone who wants to use Python for research, simulations, and collaboration.Python Tools for Scientists will introduce you to Python tools you can use in your scientific research, including Anaconda, Spyder, Jupyter Notebooks, JupyterLab, and numerous Python libraries. You’ll
... Leer más
Learn QGIS

Techniques for efficient spatial analysis

de Eugenia Sarafova, Ivan Ivanov, Andrew Cutts, Anita Graser ...

Gain a deep understanding of QGIS, the world's most popular free and open-source GIS tool for spatial analysis and mappingKey FeaturesFind out how to effectively use QGIS by exploring its features in depthPractice real-world scenarios for spatial data extraction, analysis, and mappingExplore cutting-edge topics in the geospatial industry, such as machine learning and artificial ... Leer más

$32.99 USD o gratis con Kobo Plus

Gain a deep understanding of QGIS, the world's most popular free and open-source GIS tool for spatial analysis and mappingKey FeaturesFind out how to effectively use QGIS by exploring its features in depthPractice real-world scenarios for spatial data extraction, analysis, and mappingExplore cutting-edge topics in the geospatial industry, such as machine learning and artificial
... Leer más
Data-Driven Company

Moderne und integrierte Ansätze, um datengetrieben zu werden

de Sven-Erik Willrich ...

Series series Computer Science and Engineering (German Language)
Daten werden für Unternehmen immer wichtiger. Gleichzeitig mangelt es an Best Practices und Leitfäden, wie klassische mit modernen Ansätzen wie Data Mesh oder Data Fabric zu einem anwendbaren Framework integriert werden können. Hierzu werden die Themen Organisationsdesign, Datenstrategie / -management und Enterprise Architecture auf theoretische und pragmatische Weise verbunden. Das Buch ... Leer más

$28.49 USD

Daten werden für Unternehmen immer wichtiger. Gleichzeitig mangelt es an Best Practices und Leitfäden, wie klassische mit modernen Ansätzen wie Data Mesh oder Data Fabric zu einem anwendbaren Framework integriert werden können. Hierzu werden die Themen Organisationsdesign, Datenstrategie / -management und Enterprise Architecture auf theoretische und pragmatische Weise verbunden. Das Buch
... Leer más
Tableau: Creating Interactive Data Visualizations

Creating Interactive Data Visualizations

de Ashutosh Nandeshwar, Ashley Ohmann, Jen Stirrup ...

Illustrate your data in a more interactive way by implementing data visualization principles and creating visual stories using TableauKey FeaturesUse data visualization principles to help you to design dashboards that enlighten and support business decisionsIntegrate your data to provide mashed-up dashboardsConnect to various data sources and understand what data is appropriate for Tableau ... Leer más

$61.99 USD o gratis con Kobo Plus

Illustrate your data in a more interactive way by implementing data visualization principles and creating visual stories using TableauKey FeaturesUse data visualization principles to help you to design dashboards that enlighten and support business decisionsIntegrate your data to provide mashed-up dashboardsConnect to various data sources and understand what data is appropriate for Tableau
... Leer más
Learning PySpark

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0

de Tomasz Drabas, Denny Lee ...

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with ... Leer más

$37.99 USD o gratis con Kobo Plus

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with
... Leer más
Big Data Marketing Strategies for Superior Customer Experience

Edición de Jose Ramon Saura ...

The rapid growth of technological developments on the internet has led many companies to adapt their businesses to the digital ecosystem and implement new methods and techniques to improve the users’ experiences and their analytical strategies. Moreover, in the past few years, the digital ecosystem has been chosen as the main channel used by consumers for the purchase of goods and services. As a ... Leer más

$229.49 USD

The rapid growth of technological developments on the internet has led many companies to adapt their businesses to the digital ecosystem and implement new methods and techniques to improve the users’ experiences and their analytical strategies. Moreover, in the past few years, the digital ecosystem has been chosen as the main channel used by consumers for the purchase of goods and services. As a
... Leer más
Modern Technologies for Big Data Classification and Clustering

Edición de Hari Seetha, M. Narasimha Murty, B. K. Tripathy ...

Data has increased due to the growing use of web applications and communication devices. It is necessary to develop new techniques of managing data in order to ensure adequate usage. Modern Technologies for Big Data Classification and Clustering is an essential reference source for the latest scholarly research on handling large data sets with conventional data mining and provide information about ... Leer más

$184.49 USD

Data has increased due to the growing use of web applications and communication devices. It is necessary to develop new techniques of managing data in order to ensure adequate usage. Modern Technologies for Big Data Classification and Clustering is an essential reference source for the latest scholarly research on handling large data sets with conventional data mining and provide information about
... Leer más
IoT and WSN Applications for Modern Agricultural Advancements: Emerging Research and Opportunities

Edición de Proshikshya Mukherjee, Prasant Kumar Pattnaik, Surya Narayan Panda ...

Currently, the demand by consumption of agricultural products may be predicted quantitatively; moreover, the variation of harvest and production by the change of a farm's cultivated area, weather change, disease, insect damage, etc. is a challenge that has led to improper control of the supply and demand of agricultural products. Advancements in IoT and wireless sensor networks in precision ... Leer más

$166.49 USD

Currently, the demand by consumption of agricultural products may be predicted quantitatively; moreover, the variation of harvest and production by the change of a farm's cultivated area, weather change, disease, insect damage, etc. is a challenge that has led to improper control of the supply and demand of agricultural products. Advancements in IoT and wireless sensor networks in precision
... Leer más
Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications

Edición de Information Resources Management Association ...

Advancements in data science have created opportunities to sort, manage, and analyze large amounts of data more effectively and efficiently. Applying these new technologies to the healthcare industry, which has vast quantities of patient and medical data and is increasingly becoming more data-reliant, is crucial for refining medical practices and patient care. Data Analytics in Medicine: Concepts, ... Leer más

$1,313.99 USD

Advancements in data science have created opportunities to sort, manage, and analyze large amounts of data more effectively and efficiently. Applying these new technologies to the healthcare industry, which has vast quantities of patient and medical data and is increasingly becoming more data-reliant, is crucial for refining medical practices and patient care. Data Analytics in Medicine: Concepts,
... Leer más
Generative AI and Implications for Ethics, Security, and Data Management

Edición de Jeganathan Gomathi Sankar, Arokiaraj David ...

As generative AI rapidly advances with the field of artificial intelligence, its presence poses significant ethical, security, and data management challenges. While this technology encourages innovation across various industries, ethical concerns regarding the potential misuse of AI-generated content for misinformation or manipulation may arise. The risks of AI-generated deepfakes and cyberattacks ... Leer más

$346.49 USD

As generative AI rapidly advances with the field of artificial intelligence, its presence poses significant ethical, security, and data management challenges. While this technology encourages innovation across various industries, ethical concerns regarding the potential misuse of AI-generated content for misinformation or manipulation may arise. The risks of AI-generated deepfakes and cyberattacks
... Leer más
Advanced Data Analysis Techniques, Theory, and Applications

Edición de Sofia D. Anastasiadou, Theodore G. Chadjipadelis, Nikos Koutsoupias, Angelos Markos, George C. Menexes ...

Data analysis methods intersect with statistical theory, computational methods, and real-world problem solving, providing insights from complex datasets. With mathematical and statistical foundations, these techniques include predictive modeling, machine learning, and optimization. Their applications span diverse sectors like finance, healthcare, engineering, and social sciences, where data-driven ... Leer más

$202.49 USD

Data analysis methods intersect with statistical theory, computational methods, and real-world problem solving, providing insights from complex datasets. With mathematical and statistical foundations, these techniques include predictive modeling, machine learning, and optimization. Their applications span diverse sectors like finance, healthcare, engineering, and social sciences, where data-driven
... Leer más
Concept Parsing Algorithms (CPA) for Textual Analysis and Discovery: Emerging Research and Opportunities

de Uri Shafrir, Masha Etkind ...

Text analysis tools aid in extracting meaning from digital content. As digital text becomes more and more complex, new techniques are needed to understand conceptual structure. Concept Parsing Algorithms (CPA) for Textual Analysis and Discovery: Emerging Research and Opportunities provides an innovative perspective on the application of algorithmic tools to study unstructured digital content. ... Leer más

$112.49 USD

Text analysis tools aid in extracting meaning from digital content. As digital text becomes more and more complex, new techniques are needed to understand conceptual structure. Concept Parsing Algorithms (CPA) for Textual Analysis and Discovery: Emerging Research and Opportunities provides an innovative perspective on the application of algorithmic tools to study unstructured digital content.
... Leer más
Data Governance, DevSecOps, and Advancements in Modern Software

Edición de Bahaa Eddine Elbaghazaoui, Mohamed Amnai, Noreddine Gherabi ...

In today’s digital landscape, data governance, DevSecOps, and advancements in modern software development have become critical in secure and efficient technology ecosystems. As organizations rely on large amounts of data and sophisticated software systems to drive innovation and business success, the need for improved frameworks to manage, protect, and optimize this data increases. Data governance ... Leer más

$310.49 USD

In today’s digital landscape, data governance, DevSecOps, and advancements in modern software development have become critical in secure and efficient technology ecosystems. As organizations rely on large amounts of data and sophisticated software systems to drive innovation and business success, the need for improved frameworks to manage, protect, and optimize this data increases. Data governance
... Leer más
Applications in Electronics Pervading Industry, Environment and Society

APPLEPIES 2025

Edición de Massimo Ruo Roch, Andrés Gómez, Luca Lazzaroni, Maurizio Martina, Paolo Motto Ros, Nuria Pazos Escudero, Riccardo Berta ...

Series series Springer Nature Proceedings excluding Computer Science
This book provides a thorough overview of cutting-edge research on electronics applications relevant to industry, the environment, and society at large. It covers a broad spectrum of application domains, from automotive to space and from health to security, while devoting special attention to the use of embedded devices and sensors for imaging, communication, and control. The book is based on the ... Leer más

$269.09 USD

This book provides a thorough overview of cutting-edge research on electronics applications relevant to industry, the environment, and society at large. It covers a broad spectrum of application domains, from automotive to space and from health to security, while devoting special attention to the use of embedded devices and sensors for imaging, communication, and control. The book is based on the
... Leer más
Machine Learning and Data Science Techniques for Effective Government Service Delivery

Edición de Olalekan Samuel Ogunleye ...

We live in an era defined by an avalanche of data, and the challenge lies not merely in its accumulation, but in gleaning meaningful insights from this digital deluge. This monumental task is particularly significant in the realm of government service delivery, were efficient and responsive governance hinges upon informed decision-making. As traditional methods struggle to cope with the sheer ... Leer más

$256.49 USD

We live in an era defined by an avalanche of data, and the challenge lies not merely in its accumulation, but in gleaning meaningful insights from this digital deluge. This monumental task is particularly significant in the realm of government service delivery, were efficient and responsive governance hinges upon informed decision-making. As traditional methods struggle to cope with the sheer
... Leer más

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