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所在平台: Udemy |
课程主页: https://www.udemy.com/course/master-big-data-realtime-streaming/
课程评论：没有评论
课程名称：掌握大数据实时流 课程概述：在当今，获取大量数据的实时洞察对许多公司至关重要。大数据实时流技术被全球一些大型公司广泛应用，包括电子商务、视频流媒体、银行和打车服务等。了解实时流概念及相关技术将是您技能的极大补充，使您能够构建最前沿的解决方案。我们设计了此实践课程，以帮助您深入理解如何构建实时流系统。 本课程将为您提供与Apache Kafka、Apache Flink、Spark Streaming、Kafka Streams、Apache Pinot、Apache Druid及Apache Superset的实践经验。课程内容包括： 1. Kafka简介及环境搭建实践 2. 实时系统中的基本转换与聚合理解 3. 使用Apache Flink进行转换与聚合的实践编码练习 4. 使用Spark Streaming进行转换与聚合的实践编码练习 5. 使用Kafka Streams进行转换与聚合的实践编码练习 6. 将数据导入OLAP技术Apache Pinot 7. 将数据导入OLAP技术Apache Druid 8. 使用Apache Superset创建洞察性仪表盘 如果您对学习如何将这些技术连接起来构建端到端的实时流系统感兴趣，那么本课程非常适合您。
Getting real-time insights from huge volumes of data is very important for a majority of companies today. Big data Real-time streaming is used by some of the biggest companies in the world like e-commerce companies, Video streaming companies, Banks, Ride-hailing companies, etc.Knowing about the concepts of realtime streaming and the various realtime streaming technologies will be a great addition to your skillset and will enable you to build some of the most cutting-edge solutions that exist today.We have created this Hands-On Course so that you get a good understanding about how realtime streaming systems can be builtThis course will ensure that you get a hands-on experience with Apache Kafka, Apache Flink, Spark Streaming, Kafka Streams, Apache Pinot, Apache Druid, and Apache Superset. This course covers the following topicsAn Introduction to Kafka with hands-on Kafka setup Understanding basic transformations and aggregations which can be done in a real time systemLearn how transformations and aggregations can be done using Apache Flink with hands-on coding exercisesLearn how transformations and aggregations can be done using Spark streaming with hands-on coding exercisesLearn how Kafka streams can be used to perform transformations and aggregations with hands-on coding exercisesIngest data into Apache Pinot which is an OLAP technologyIngest data into Apache Druid which is also an OLAP technologyUsing Apache Superset to create some insightful dashboardsIf you are interested in learning how all these technologies can be connected together to build an end to end real-time streaming system, then this course is for you.
