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所在平台: Udemy |
课程主页: https://www.udemy.com/course/azure-cloud-azure-databricks-apache-spark-machine-learning/
课程评论：没有评论
Course Summary: Azure Cloud Azure Databricks Apache Spark Machine Learning This Coursera course provides a comprehensive introduction to Azure Databricks, Microsoft's Apache Spark-based analytics service, designed for rapid, scalable, and collaborative data science and machine learning. The course assumes no prior Azure experience and highlights Azure Databricks as a unique collaboration between Microsoft and Databricks. Key benefits of Azure Databricks emphasized include its productivity (quick launch of Spark environments), scalability (global scaling for analytics and ML), trustworthiness (Azure AD integration, role-based controls), and flexibility (support for various languages and deep learning frameworks). Upon completion, learners will possess a strong understanding of Azure Databricks and practical skills in utilizing Spark SQL, Machine Learning, Graph Computing, and Structured Streaming Computing within the platform. The course also covers the installation and deployment of open-source Apache Spark. The learning experience is a blend of theoretical lectures with downloadable slides and extensive hands-on demonstrations, ensuring a solid foundational understanding for working with Microsoft Azure Cloud and Databricks. The curriculum focuses on building a strong base for machine learning, streaming computing, and graph analysis.
Microsoft Azure is the fastest growing cloud platform in the world. No prior Azure experience required. Azure Databricks is unique collaboration between Microsoft and Databricks, forged to deliver Databricks' Apache Spark-based analytics offering to the Microsoft Azure cloud. With Azure Databricks, you can be developing your first solution within minutes. Azure Databricks is a fast, easy and collaborative Apache Spark-based analytics service.Databricks builds on top of Spark and adds: Highly reliable and performant data pipelines Productive data science at scaleIn this course, you'll have a strong understanding of azure databricks, you will know how to use Spark SQL, Machine Learning, Graph Computing and Structured Streaming Computing in Aziure Databricks.Why Azure Databricks?Productive: Launch your new Apache Spark environment in minutes.Scalable: Globally scale your analytics and machine learning projects.Trusted: Help protect your data and business with Azure AD integration, role-based controls and enterprise-grade SLAs.Flexible: Build machine learning and AI solutions with your choice of language and deep learning frameworks.This course contains both theory lectures ( slides are attached to download for reference) and a significant number of hands-on demos that helps you in gaining hands-on experience. This course help you in laying strong basic foundation in preparation of Microsoft Azure Cloud and Databricks.In this course, you can not only learn azure databricks, but also learn and practice Machine Learning, Streaming Computing, Graph Analysis, installation and deployment of Open Source Apache spark.
