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所在平台: Udemy |
课程主页: https://www.udemy.com/course/big-data-with-apache-spark-3-and-python-from-zero-to-expert/
课程评论：没有评论
### 课程名称：使用 Apache Spark 3 和 Python 进行大数据：从零到专家 **课程概述：** 本课程是为想要全面、深入地学习 Apache Spark 和 Python 进行大数据处理的学习者设计的。课程内容涵盖了 Apache Spark 的完整技能集，包括 RDD、Spark SQL、DataFrame、Spark Streaming、Spark ML 机器学习、高级分析、数据可视化、Spark Koalas 以及 Databricks。通过课程讲解、可下载的学习资料、动手练习和真实世界案例，本课程将帮助您成为一名合格的大数据专家。 Apache Spark 已成为大数据领域的标杆工具，其处理速度比 Hadoop MapReduce 快 100 倍，并且拥有完整的机器学习和数据分析生态系统，使得 Apache Spark 成为数据工程师、数据科学家等职位中最抢手的技能之一。大数据是当今最有价值的技能之一，本课程将助您在就业市场中脱颖而出。 课程将从 Apache Spark 和 PySpark 的基础知识讲起，循序渐进地深入到最先进的功能。教学形式包括 PowerPoint 可视化演示，提供清晰的讲解和实用的专业建议。 **课程内容模块：** * 大数据简介及 Apache Spark 基础 * Apache Spark 及 Anaconda、Java 等库的安装 * Spark RDDs * Spark DataFrames * Apache Spark 高级功能 * 高级分析与数据可视化 * Spark Koalas * Spark 机器学习 (Spark ML) * Spark Streaming * Spark GraphX * Databricks * 云上的 Spark（Azure） **加入课程即可获得：** * Apache Spark 完整指南（PDF 电子书） * 可下载的 Spark 项目文件和代码 * 动手练习和测验 * Spark 资源，如速查表和总结 * 一对一专家支持 * 课程问答论坛 * 30 天退款保证 如果您渴望提升技能、增加职业机会并成为大数据专家，请立即加入！
If you are looking for a hands-on, complete and advanced course to learn Big Data with Apache Spark and Python, you have come to the right place.This course is designed to cover the complete skillset of Apache Spark, from RDDs, Spark SQL, Dataframes, and Spark Streaming, to Machine Learning with Spark ML, Advanced Analytics, data visualization, Spark Koalas, and Databricks.With lessons, downloadable study guides, hands-on exercises, and real-world use cases, this is the only course you'll need to learn Apache Spark.Apache Spark has become the reference tool for Big Data, surpassing Hadoop MapReduce. Spark works up to 100 times faster than Hadoop MapReduce and has a complete ecosystem of functionalities for machine learning and data analytics. This makes Apache Spark one of the most in-demand skills for data engineers, data scientists, etc. Big Data is one of the most valuable skills today. So this course will teach you everything you need to position yourself in the Big Data job market.In this course we will teach you the complete skillset of Apache Spark and PySpark. Starting from the basics to the most advanced features. We will use visual presentations in Power Point, sharing clear explanations and useful professional advice.This course has the following sections:Introduction to big data and fundamentals of Apache SparkInstallation of Apache Spark and libraries such as Anaconda, Java, etc.Spark RDDsSpark DataframesAdvanced features with Apache SparkAdvanced analytics and data visualizationSpark KoalasMachine Learning with SparkSpark Streaming Spark GraphXDatabricksSpark in the cloud (Azure)If you're ready to sharpen your skills, increase your career opportunities, and become a Big Data expert, join today and get immediate and lifetime access to:• Complete guide to Apache Spark (PDF e-book)• Downloadable Spark project files and code• Hands-on exercises and quizzes• Spark resources like: Cheatsheets and Summaries• 1 to 1 expert support• Course question and answer forum• 30 days money back guaranteeSee you there!
