Apache Drill培訓

Apache Drill培訓

本地,有指導的現場Apache Drill培訓課程通過交互式討論和實踐Apache Drill的基礎知識,然後演示如何利用SQL的強大功能和便利性以交互方式查詢大數據而無需編寫代碼,以及如何優化分佈式SQL執行的查詢。 Apache Drill培訓可作為“現場實時培訓”或“遠程實時培訓”。現場實地培訓可在當地客戶所在地進行台灣或者在NobleProg公司的培訓中心台灣 。遠程實時培訓通過交互式遠程桌面進行。 NobleProg您當地的培訓提供商。

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Drill課程大綱

Title
Duration
Overview
Title
Duration
Overview
21 小時
Overview
Apache Drill是一種無模式、分布式、內存列式SQL查詢引擎,用于Hadoop、NoSQL及其他雲和文件存儲系統。Apache Drill的強大之處在于它能夠使用單個查詢連接來自多個數據存儲的數據。Apache Drill支持許多NoSQL數據庫和文件系統,包括HBase、MongoDB、MapR-DB、HDFS、MapR-FS、Amazon S3、Azure Blob Storage、Google Cloud Storage、Swift、NAS和本地文件。

在這一由講師引導的現場培訓中,學員將學習Apache Drill的基礎知識,然後利用SQL的強大功能和便利性在無需編寫代碼的情況下交互式查詢大數據。學員還將學習如何優化分布式SQL執行的Drill查詢。

在本次培訓結束後,學員將能夠:

- 對Hadoop上的結構化和半結構化數據進行“自助式”探索
- 使用SQL查詢來查詢已知以及未知數據
- 了解Apache Drills如何接收和執行查詢
- 編寫SQL查詢來分析不同類型的數據,包括Hive中的結構化數據,HBase或MapR-DB表中的半結構化數據,以及Parquet和JSON文件中保存的數據。
- 使用Apache Drill執行即時模式發現,繞過對複雜ETL和模式操作的需求
- 將Apache Drill與BI(商業智能)工具(如Tableau、Qlikview、MicroStrategy、Excel)集成在一起

受衆

- 數據分析師
- 數據科學家
- SQL程序員

課程形式

- 部分講座、部分討論、練習和大量實操
7 小時
Overview
Apache Drill is a schema-free, distributed, in-memory columnar SQL query engine for Hadoop, NoSQL and other Cloud and file storage systems. The power of Apache Drill lies in its ability to join data from multiple data stores using a single query. Apache Drill supports numerous NoSQL databases and file systems, including HBase, MongoDB, MapR-DB, HDFS, MapR-FS, Amazon S3, Azure Blob Storage, Google Cloud Storage, Swift, NAS and local files. Apache Drill is the open source version of Google's Dremel system which is available as an infrastructure service called Google BigQuery.

In this instructor-led, live training, participants will learn how to optimize and debug Apache Drill to improve the performance of queries on very large data sets. The course begins with an architectural overview and feature comparison between Apache Drill and other interactive data analysis tools. Participants then step through a series of interactive, hands-on practice sessions that include installation, configuration, performance evaluation, query optimization, data partitioning, and debugging of an Apache Drill instance in a live lab environment.

By the end of this training, participants will be able to:

- Install and configure Apache Drill
- Understand Apache Drill's architecture and features
- Understand how Apache Drills receives and executes queries
- Optimize Drill queries for distributed SQL execution
- Debug Apache Drill

Audience

- Developers
- Systems administrators
- Data analysts

Format of the course

- Part lecture, part discussion, exercises and heavy hands-on practice

Notes

- To request a customized training for this course, please contact us to arrange.
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