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Engineering MLOps

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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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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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"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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Empower Your Data Insights with Azure Synapse AnalyticsKey Features● Leverage Azure Synapse Analytics for data warehousing, big data analytics, and machine learning in one environment.● Integrate with Azure services like Azure Data Lake Storage and Azure Machine Learning to enhance analytics.● Gain insights from real-world examples and best practices to solve complex data challenges.Book
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Big Data in Cognitive Science

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While laboratory research is the backbone of collecting experimental data in cognitive science, a rapidly increasing amount of research is now capitalizing on large-scale and real-world digital data. Each piece of data is a trace of human behavior and offers us a potential clue to understanding basic cognitive principles. However, we have to be able to put the pieces together in a reasonable way, ... Read more

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While laboratory research is the backbone of collecting experimental data in cognitive science, a rapidly increasing amount of research is now capitalizing on large-scale and real-world digital data. Each piece of data is a trace of human behavior and offers us a potential clue to understanding basic cognitive principles. However, we have to be able to put the pieces together in a reasonable way,
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Process tabular data and build high-performance query engines on modern CPUs and GPUs using Apache Arrow, a standardized language-independent memory format, for optimal performanceKey FeaturesLearn about Apache Arrow's data types and interoperability with pandas and ParquetWork with Apache Arrow Flight RPC, Compute, and Dataset APIs to produce and consume tabular dataReviewed, contributed, and ... Read more

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Python Feature Engineering Cookbook

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Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn librariesKey FeaturesDiscover solutions for feature generation, feature extraction, and feature selectionUncover the end-to-end feature engineering process across continuous, discrete, and unstructured datasetsImplement modern feature extraction techniques using Python's ... Read more

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When you combine the sheer scale and range of digital information now available with a journalist’s "nose for news" and her ability to tell a compelling story, a new world of possibility opens up. With The Data Journalism Handbook, you’ll explore the potential, limits, and applied uses of this new and fascinating field.This valuable handbook has attracted scores of contributors since the European ... Read more

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Deep Learning Cookbook

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Python Feature Engineering Cookbook

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Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python librariesKey FeaturesLearn and implement feature engineering best practicesReinforce your learning with the help of multiple hands-on recipesBuild end-to-end feature engineering pipelines that are performant and reproducibleBook DescriptionFeature engineering, the process of ... Read more

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Communicating with Data

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Data is a fantastic raw resource for powering change in an organization, but all too often the people working in those organizations don't have the necessary skills to communicate with data effectively. With this practical book, subject matter experts will learn ways to develop strong, persuasive points when presenting data to different groups in their organizations.Author Carl Allchin shows ... Read more

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Apache Kafka 1.0 Cookbook

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Simplify real-time data processing by leveraging the power of Apache Kafka 1.0Key FeaturesUse Kafka 1.0 features such as Confluent platforms and Kafka streams to build efficient streaming data applications to handle and process your dataIntegrate Kafka with other Big Data tools such as Apache Hadoop, Apache Spark, and moreHands-on recipes to help you design, operate, maintain, and secure your ... Read more

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Mastering Oracle SQL

Putting Oracle SQL to Work

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The vast majority of Oracle SQL books discuss some syntax, provide the barest rudiments of using Oracle SQL, and perhaps include a few simple examples. It might be enough to pass a survey course, or give you some buzz words to drop in conversation with real Oracle DBAs. But if you use Oracle SQL on a regular basis, you want much more. You want to access the full power of SQL to write queries in an ... Read more

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Leverage the power of the popular Jupyter notebooks to simplify your data science tasks without any hassle Key FeaturesCreate and share interactive documents with live code, text and visualizationsIntegrate popular programming languages such as Python, R, Julia, Scala with JupyterDevelop your widgets and interactive dashboards with these innovative recipesBook DescriptionJupyter has garnered a ... Read more

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Leverage the power of the popular Jupyter notebooks to simplify your data science tasks without any hassle Key FeaturesCreate and share interactive documents with live code, text and visualizationsIntegrate popular programming languages such as Python, R, Julia, Scala with JupyterDevelop your widgets and interactive dashboards with these innovative recipesBook DescriptionJupyter has garnered a
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精通Spark数据科学

Chinese Edition

by Posts & Telecom Press, Andrew Morgan, Antoine Amend, David George, Matthew Hallett ...

用Spark构建商业级数据科学解决方案Key Features通过一系列典型的案例讲解，由浅入深使用Spark构建商业级数据科学解决方案Book DescriptionApache Spark是专为大规模数据处理而设计的快速通用的计算引擎。这是一本专门介绍Spark的图书，旨在教会读者利用Spark构建实用的数据科学解决方案。本书内容包括14章，由浅入深地介绍了数据科学生态系统、数据获取、输入格式与模式、探索性数据分析、利用Spark进行地理分析、采集基于链接的外部数据、构建社区、构建推荐系统、新闻词典和实时标记系统、故事除重和变迁、情感分析中的异常检测、趋势演算、数据保护和可扩展算法。本书适合数据科学家以及对数据科学、机器学习感兴趣的读者阅读，需要读者具备数据科学相关的基础知识，并通过阅读本书进一步提升Spark运用能力，从而创建出高效且实用的数据科学解决方案。What you ... Read more

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Learn Microsoft Fabric

A practical guide to performing data analytics in the era of artificial intelligence

by Arshad Ali, Bradley Schacht ...

Harness the power of Microsoft Fabric to develop data analytics solutions for various use cases guided by step-by-step instructionsKey FeaturesExplore Microsoft Fabric and its features through real-world examplesBuild data analytics solutions for lakehouses, data warehouses, real-time analytics, and data scienceMonitor, manage, and administer your Fabric platform and analytics system to ensure ... Read more

25,75 € or Free with Kobo Plus

Harness the power of Microsoft Fabric to develop data analytics solutions for various use cases guided by step-by-step instructionsKey FeaturesExplore Microsoft Fabric and its features through real-world examplesBuild data analytics solutions for lakehouses, data warehouses, real-time analytics, and data scienceMonitor, manage, and administer your Fabric platform and analytics system to ensure
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The Data Consultant's Handbook

Master stakeholder management and client delivery to drive business impact in data consulting

by Juan Manuel Perafan, Tony Zeljkovic ...

Learn to navigate client relationships, deliver impactful data projects, and translate technical work into business results. Covers presales, stakeholder management, execution, and handover with templates and real-world strategiesKey FeaturesData-specific strategies and advice for the consultancy lifecycleCommunication frameworks tailored for executives, technical teams, and diverse ... Read more

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Learn to navigate client relationships, deliver impactful data projects, and translate technical work into business results. Covers presales, stakeholder management, execution, and handover with templates and real-world strategiesKey FeaturesData-specific strategies and advice for the consultancy lifecycleCommunication frameworks tailored for executives, technical teams, and diverse
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