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Design and implement a modern data lakehouse on the Azure Data Platform using Delta Lake, Apache Spark, Azure Databricks, Azure Synapse;
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scenarios led by an industry expert in big data Key Features Become well-versed with the core concepts of Apache Spark and Delta Lake for;
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optimizations for big data workloads and maximizing performance Build efficient big data engineering pipelines with Databricks and Delta Lake;
Vergelijkbare producten zoals Optimizing Databricks Workloads
Build reliable data pipelines with open source Delta Lake and Spark Develop machine learning pipelines with MLlib and productionize models;
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Simplify data transformation with Spark Pipelines and Spark SQL Bridge data engineering with machine learning Architect modular data pipeline;
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Intermediate-Advanced user level;...
Vergelijkbare producten zoals Modern Data Engineering with Apache Spark
analyze your big data using Serverless Synapse SQL Pool. You also will learn Synapse Spark and Synapse Pipelines, with examples. And you will;
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Develop applications for the big data landscape with Spark and Hadoop. This book also explains the role of Spark in developing scalable;
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Frank Kane's hands-on Spark training course, based on his bestselling Taming Big Data with Apache Spark and Python video, now available;
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data flow and machine learning programs on this platform. You will work with the different modules in Apache Spark, such as interactive;
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Unleash the data processing and analytics capability of Apache Spark with the language of choice: Java About This Book * Perform big;
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of structured recipes to analyze and mature large and complex sets of data. Starting with installing and configuring Apache Spark with various cluster;
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Kafka Use Spark SQL, DataFrames, and Datasets to process data using traditional SQL queries Work with different machine learning concepts;
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efficient distributed data processing engine inside of Apache Spark; its user-friendly, comprehensive, and flexible programming model for processing;
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batch and real-time data analytics using Spark Core, Spark SQL, and Conventional and Structured Streaming * Get to grips with data science and;
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Advanced analytics on your Big Data with latest Apache Spark 2.x About This Book * An advanced guide with a combination;
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Features Learn about the core concepts and the latest developments in Apache Spark Master writing efficient big data applications with Spark's;
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to setting up Apache Spark, and use other analytical tools with it to process Big Data and build machine learning projects.The initial;
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Analyze vast amounts of data in record time using Apache Spark with Databricks in the Cloud. Learn the fundamentals, and more, of running;
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* Exclusive guide that covers how to get up and running with fast data processing using Apache Spark * Explore and exploit various possibilities with;
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modern lakehouse with Iceberg or Delta Lake, a different system like Cassandra, Kafka, or SingleStore, or a relational database like PostgreSQL;
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Combine the power of Apache Spark and Python to build effective big data applications Key Features Perform effective data processing;
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learning with Apache Spark Train neural networks with deep learning libraries such as BigDL and TensorFlow Develop Spark deep learning applications;
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Gain the key language concepts and programming techniques of Scala in the context of big data analytics and Apache Spark. The book begins;
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teaches readers to use Spark for stream and batch data processing. It starts with an introduction to the Spark architecture and ecosystem;
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of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large;
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and value of Apache Spark lies in its ability to execute data science tasks with speed and accuracy. Spark's selling point is that it combines;
Vergelijkbare producten zoals Apache Spark for Data Science Cookbook
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