|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/big-data-analytics-on-microsoft-azure/
课程评论：没有评论
课程名称：微软Azure上的大数据分析 课程概述：本课程将为您介绍在微软Azure云平台上可用的各种云分析选项。当您围绕云计算建立职业生涯时，尤其是作为开发人员，您可能需要处理海量数据。在这个数据瞬息万变的时代，掌握大数据和分析技术将使您受益匪浅。通过使用Azure云平台提供的数据分析服务和工具，您将能够增强自己的技能。课程中将学习以下数据分析服务，并通过一些实践案例进行实践。 1. **HDInsight**：HDInsight是Hadoop组件的云分发版，能够快速、经济地处理海量数据。您可以使用最流行的开源框架，如Hadoop、Spark、Hive等。 2. **流分析（Stream Analytics）**：这是一个实时分析服务，专为关键任务工作负载设计。通过该服务，您可以在Azure上构建端到端的无服务器流处理管道。 3. **湖分析（Lake Analytics）**：这是一项按需分析作业服务，可以简化大数据处理。在U-SQL、R和Python等语言中，您可以轻松开发和运行大规模并行数据转换和处理程序。 4. **数据砖（Data Bricks）**：为数据科学和数据工程团队提供一个快速、便捷且协作的基于Spark的平台，适用于大数据处理和机器学习。 通过本课程的学习，您将掌握Azure上的大数据分析服务，并能够在实际项目中运用这些技术，提升您的职业竞争力。
In this course you will be learning various cloud Analytics options available on Microsoft Azure cloud platform. When you are building your career around Cloud computing, with a developer profile, you may be expected to handle big data in this ever-growing world of data. When big data and analytics is your prime domain, you can empower yourself with Data analytics services and tools provided on the cloud platforms, specifically Microsoft Azure. You will be learning following Data Analytics services with few hands-on practical examples. We would be creating resources for Stream Analytics, Spark, HDInsight exploring options. Below is a list of Big data analytics services on Azure:What is HDInsight?It is a cloud distribution of Hadoop components. Azure HDInsight makes it easy, fast, and cost-effective to process massive amounts of data. You can use the most popular open-source frameworks such as Hadoop, Spark, Hive, LLAP, Kafka, Storm, R, and more.What is Stream Analytics?It is a real-time analytics service that is designed for mission-critical workloads. You can build an end-to-end serverless streaming pipeline with this service on Azure.What is Lake Analytics?It is an on-demand analytics job service that simplifies big data. Easily develop and run massively parallel data transformation and processing programs in U-SQL, R, Python, etc.What is Data Bricks?It provides data science and data engineering teams with a fast, easy and collaborative Spark-based platform on Azure. You can use data bricks for Big Data processing and Machine Learning.
