Cree una aplicación que se ejecute en un clúster de Spark
Obtenga conocimiento de los datos utilizando Spark RDD y DataFrames
Almacenar resultados en tablas de parquet
En este proyecto guiado de 1 hora, aprenderemos cómo interactuar con un clúster de Spark usando el entorno Jupyter y cómo crear una aplicación Spark. Aprenderemos a utilizar Spark Resisilent Distributed Datasets y Spark Data Frames para explorar colecciones de datos. Cargaremos un conjunto de datos en nuestro programa Spark y realizaremos análisis de datos utilizando acciones, transformaciones, Spark DataFrame API y Spark SQL. Aprenderemos como elegir las mejores herramientas para utilizar en cada escenario. Finalmente, aprenderemos a guardar resultados en tablas de Parquet.
Spark SQL
Apache Parquet
Big Data
Apache Spark
Exploratory Data Analysis
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Al final de la Tarea 1, se familiarizará con el entorno de desarrollo Jupyter.
Al final de la Tarea 2, podrá crear una aplicación Spark
Al final de la Tarea 3, podrá crear conjuntos de datos distribuidos resistentes (RDD) en Spark
Al final de la Tarea 4, podrá crear Spark Data Frames
Al final de la Tarea 5, podrá explorar conjuntos de datos con Spark SQL
Al final de la Tarea 6, podrá escribir consultas estadísticas y comparaciones de datos con Spark DataFrames
Al final de la Tarea 7, podrá almacenar DataFrames en tablas Parquet
Your workspace is a cloud desktop right in your browser, no download required
In a split-screen video, your instructor guides you step-by-step
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
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Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.
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At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.
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