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Designing Data-Intensive Applications

The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

by Martin Kleppmann, Chris Riccomini ...

Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data warehouses, and data lakes. There are cloud services, on-premises services, and embedded databases. What ... Read more

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Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data warehouses, and data lakes. There are cloud services, on-premises services, and embedded databases. What
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Raspberry Pi :Raspberry Pi Guide On Python & Projects Programming In Easy Steps

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"Raspberry Pi Programming Guide" is a text that gives the reader a bit of insight into this form of technology. It is European based and is just making a debut in North America so many are curious about it and what exactly this technology can do. The aim that the author has with this text is to highlight the main functions of Raspberry Pi and how it can be beneficial to the consumer in the long ... Read more

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Neuro Design

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COMMENDED: Business Book Awards 2018 - Thought Leader CategoryToday, businesses of all sizes generate a great deal of creative graphic media and content, including websites, presentations, videos and social media posts. Most big companies, including the likes of Procter & Gamble, Coca-Cola, Tesco and Google, now use neuroscience research and theories to optimize their digital content. Neuro Design ... Read more

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Get up and running with machine learning life cycle management and implement MLOps in your organizationKey FeaturesBecome well-versed with MLOps techniques to monitor the quality of machine learning models in productionExplore a monitoring framework for ML models in production and learn about end-to-end traceability for deployed modelsPerform CI/CD to automate new implementations in ML
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Discover how Snowflake's unique objects and features can be used to leverage universal modeling techniques through real-world examples and SQL recipes Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesLearn core modeling techniques tied to practical examples using native Snowflake architectureAdopt a universal modeling language to communicate business value to functional ... Read more

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Discover how Snowflake's unique objects and features can be used to leverage universal modeling techniques through real-world examples and SQL recipes Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesLearn core modeling techniques tied to practical examples using native Snowflake architectureAdopt a universal modeling language to communicate business value to functional
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Learning Predictive Analytics with R

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Get to grips with key data visualization and predictive analytic skills using R Key FeaturesAcquire predictive analytic skills using various tools of RMake predictions about future events by discovering valuable information from data using RComprehensible guidelines that focus on predictive model design with real-world dataBook DescriptionThis book is packed with easy-to-follow guidelines that ... Read more

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Get to grips with key data visualization and predictive analytic skills using R Key FeaturesAcquire predictive analytic skills using various tools of RMake predictions about future events by discovering valuable information from data using RComprehensible guidelines that focus on predictive model design with real-world dataBook DescriptionThis book is packed with easy-to-follow guidelines that
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Mastering PostgreSQL 10

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Master the fundamentals of time series analysis with Apache Spark and Databricks and uncover actionable insights at scale Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesQuickly get started with your first models and explore the potential of Generative AILearn how to use Apache Spark and Databricks for scalable time series solutionsEstablish best ... Read more

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Scientific Computing with Scala

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Data Science Strategy For Dummies

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Gain expertise in advanced deep learning domains such as neural networks, meta-learning, graph neural networks, and memory augmented neural networks using the Python ecosystemKey FeaturesGet to grips with building faster and more robust deep learning architecturesInvestigate and train convolutional neural network (CNN) models with GPU-accelerated libraries such as TensorFlow and PyTorchApply deep ... Read more

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Gain expertise in advanced deep learning domains such as neural networks, meta-learning, graph neural networks, and memory augmented neural networks using the Python ecosystemKey FeaturesGet to grips with building faster and more robust deep learning architecturesInvestigate and train convolutional neural network (CNN) models with GPU-accelerated libraries such as TensorFlow and PyTorchApply deep
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Building an Event-Driven Data Mesh

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The exponential growth of data combined with the need to derive real-time business value is a critical issue today. An event-driven data mesh can power real-time operational and analytical workloads, all from a single set of data product streams. With practical real-world examples, this book shows you how to successfully design and build an event-driven data mesh.Building an Event-Driven Data Mesh ... Read more

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The exponential growth of data combined with the need to derive real-time business value is a critical issue today. An event-driven data mesh can power real-time operational and analytical workloads, all from a single set of data product streams. With practical real-world examples, this book shows you how to successfully design and build an event-driven data mesh.Building an Event-Driven Data Mesh
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R概率图模型入门与实践

Chinese Edition

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22,89 € or Free with Kobo Plus

概率图，热门的机器学习研究方向！借助流行的R语言，掌握贝叶斯网络和马尔科夫网络！Key Features市场上首本基于R语言的概率图图书结合概率论与图论的知识，提供一种简单的可视化概率模型的方法理解计算机如何通过贝叶斯模型和马尔科夫模型来解决现实世界的问题Book Description概率图模型结合了概率论与图论的知识，提供了一种简单的可视化概率模型的方法，在人工智能、机器学习和计算机视觉等领域有着广阔的应用前景。通过学习本书，读者可以理解概率图模型的概念，为特定的问题选取特定的概率图模型；调整模型参数，自动发现新的模型；从简单到复杂，逐步理解贝叶斯模型的基本原理；把标准的线性回归模型转换为强大的概率图模型；理解当今产业界广泛使用的高级模型；使用精确推断和近似推断算法，计算后验概率分布。本书适合各行业的数据科学家、机器学习爱好者和工程师等人群阅读、使用。What you will
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Creación de componentes en JavaScript Curso practico

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Por mucho que los frameworks intenten simplificar los desarrollos y nos vendan que son supereficaces y novedosos, JavaScript siempre lo hará mejor y más rápido._x000D_ _x000D_ Este libro muestra, desde cero y con ejemplos prácticos, cómo crear diversas funcionalidades, siempre apoyándose en las premisas de la simplicidad y mejor rendimiento. _x000D_ _x000D_ Con él se comprenderán y aprenderán todo
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Roughly inspired by the human brain, deep neural networks trained with large amounts of data can solve complex tasks with unprecedented accuracy. This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for computer vision, natural language processing (NLP), speech recognition, and general predictive ... Read more

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Python for Finance

Apply powerful finance models and quantitative analysis with Python

by Yuxing Yan ...

Learn and implement various Quantitative Finance concepts using the popular Python libraries Key Features\[\*\]Understand the fundamentals of Python data structures and work with time-series data\[\*\]Implement key concepts in quantitative finance using popular Python libraries such as NumPy, SciPy, and matplotlib\[\*\]A step-by-step tutorial packed with many Python programs that will help you ... Read more

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Learn and implement various Quantitative Finance concepts using the popular Python libraries Key Features\[\*\]Understand the fundamentals of Python data structures and work with time-series data\[\*\]Implement key concepts in quantitative finance using popular Python libraries such as NumPy, SciPy, and matplotlib\[\*\]A step-by-step tutorial packed with many Python programs that will help you
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Analyze Data to Answer Questions: A Practical Guide to Organizing, Preparing, and Transforming Data for Clear Insights

Data Analytics, #5

by SM Hanif ...

Series Book 5 - Data Analytics
Are you ready to understand data clearly, confidently, and without feeling overwhelmed?Analyze Data to Answer Questions: A Practical Guide to Organizing, Preparing, and Transforming Data for Clear Insights is your step-by-step companion into the world of data analysis—written specifically for beginners, learners, and anyone who wants to make smarter decisions using data.In today's world, data is ... Read more

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Oracle Database 11g & MySQL 5.6 Developer Handbook

by Michael McLaughlin ...

Series series Oracle Press
Master Application Development in a Mixed-Platform EnvironmentBuild powerful database applications in a mixed environment using the detailed information in this Oracle Press guide. Oracle Database 11g & MySQL 5.6 Developer Handbook lays out programming strategies and best practices for seamlessly operating between the two platforms. Find out how to migrate databases, port SQL dialects, work with ... Read more

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Master Application Development in a Mixed-Platform EnvironmentBuild powerful database applications in a mixed environment using the detailed information in this Oracle Press guide. Oracle Database 11g & MySQL 5.6 Developer Handbook lays out programming strategies and best practices for seamlessly operating between the two platforms. Find out how to migrate databases, port SQL dialects, work with
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Power BI in the Workplace

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