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所在平台: Udemy |
课程主页: https://www.udemy.com/course/deep-dive-in-deltalake-using-pyspark-in-databricks/
课程评论：没有评论
课程名称：使用PySpark在Databricks中深入探讨DeltaLake 课程概述：该课程是一个沉浸式学习体验，旨在提供对Delta Lake的全面理解。这是一个强大的开源存储层，专为大数据处理而设计。课程通过实践经验和逐步引导的方式，深入探讨了Delta Lake的核心概念、架构和最佳实践。在整个课程中，您将获得有关数据湖、数据摄取、数据管理和数据质量的宝贵见解。 您将学习Delta Lake的高级功能，包括模式演变、事务性写入、资产管理和时间旅行。此外，课程还涵盖如何将Delta Lake与Databricks集成，这是一种云基础平台，用于数据工程和分析。您将体验到Delta Lake与Databricks的无缝集成，使您能够高效执行分析、数据工程和机器学习项目。 为增强学习体验，课程还包含一个端到端的项目，您将运用所学知识构建一个实际的数据解决方案。您将设计数据管道，进行数据摄取，使用Delta Lake转换数据，进行分析并可视化结果。这个实践项目将巩固您的理解，提供适用于各种数据驱动项目的实际技能。 完成此课程后，您将具备利用Databricks中的Delta Lake的能力，成功实施可扩展和可靠的数据解决方案。无论您是数据工程师、数据科学家还是数据分析师，本课程都将在提升您的大数据技能和加速您在数据工程与分析领域的职业发展上提供巨大的价值。
This is an immersive course that provides a comprehensive understanding of Delta Lake, a powerful open-source storage layer for big data processing, and how to leverage it using Databricks. With hands-on experience and a step-by-step approach, this course explores the core concepts, architecture, and best practices of Delta Lake. Throughout the course, you will gain valuable insights into data lakes, data ingestion, data management, and data quality. You will learn the advanced capabilities of Delta Lake, including schema evolution, transactional writes, asset management, and time travel. Moreover, this course covers how to integrate Delta Lake with Databricks, a cloud-based platform for data engineering and analytics. You will witness the seamless integration of Delta Lake with Databricks, empowering you to perform analytics, data engineering, and machine learning projects efficiently using these technologies. To enhance your learning experience, this course also includes an end-to-end project where you will apply the acquired knowledge to build a real-world data solution. You will design a data pipeline, perform data ingestion, transform data using Delta Lake, conduct analytics, and visualize the results. This hands-on project will solidify your understanding and provide you with practical skills applicable to various data-driven projects. By the end of this course, you will be equipped with the expertise to leverage the power of Delta Lake using Databricks and successfully implement scalable and reliable data solutions. Whether you are a data engineer, data scientist, or data analyst, this course offers immense value in advancing your big data skills and accelerating your career in the field of data engineering and analytics.
