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    洪流细节 "Master Azure Databricks"

    Master Azure Databricks

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    上次检查: 08-11-2022 03:14:21

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    Details
    name:Master Azure Databricks
    说明:

    Description

    Module 1 :

       What is Data Pipeline
       What is Azure databricks
       Azure Databricks Architecture
       Azure Account Setup
       WorkSpace Setup

    Module 2:

       Navigate the Workspace
       Runtimes
       Clusters
       Notebooks
       Libraries
       Repos
       Databricks File System (DBFS)
       DBUTILS
       Widgets
       Workflows
       Metastore – Setup external Metastore

    Module 3 :

       What is RDD
       Creating RDD
       RDD transformations
       RDD Actions
       RDD Joins
       Pair RDD
       Broadcast Variables
       Accumulators
       Convert RDD to DataFrame
       Import & Read data
       Create a table using the UI
       Create a table in a Notebook

    Module 4 :

       Create DataFrames
       Define Schema
       Functions
       Casting Operations
       Filter Transformation
       Update, Update ALL & UpdateByName
       OrderBy & SortBY
       GroupBy
       Remove Duplicates
       Window Functions
       Date and Timestamp Functions
       UDF (User Defined Function)
       JOIN
       Handle corrupt records using the badRecordsPath
       File metadata column

    Module 5 :

       Read Parquet File
       Read CSV Files
       Read JSON Files
       Read XML Files
       Read Excel file
       SQL databases using JDBC
       Azure blob storage

    Module 6 :

       What is Spark Structure Streaming
       Data Source & Sink
       Rate & File Source
       Kafka Source
       Sink : Console, Memory, File & Custom
       Build Streaming ETL
       Stream ETL 1 : Setup Event Hub
       Streaming ETL 2 : Event Hub Producer
       Streaming ETL 3 : Integrate Event Hubs with Data Bricks
       Streaming ETL 4 : Transformation
       Streaming ETL 5 : Ingest into Azure Data storage
       Twitter Sentiment Analysis – Introduction
       Setup Twitter Developer Account
       Twitter Sentiment Analysis – II
       Twitter Sentiment Analysis – III

    Module 7 :

       Components in Databricks SQL
       Configuring a SQL Endpoint
       Creating a Table from a CSV File
       Create Queries
       Parameterized Query
       Query Profile
       Building Visualization (Table, BAR & PIE )
       Building Line Chart & Counter Chart
       Adding Charts to Dashboards
       Defining a Query Alert
       Access Control on Databricks SQL Objects
       Lab: Data Object Access Control
       Transfer Ownership
       Access SQL Endpoint from Python
       Databricks SQL CLI
       Databricks SQL CLI

    Who this course is for:

       Data Engineering Students & Developers
       Bigdata Developer
       Python & SQL Developer

    Requirements

       Basic Python Skills
       Basic SQL Skills
       Azure Account

    Last Updated 10/2022
    YouTube 视频:
    类别:Tutorials
    语言:English  English
    总大小:4.31 GB
    哈希信息:38128DEB2C7827CA116C51E47A8045F293C14983
    增加:tutsnode Verified UploaderVIP
    加入的日期:2022-11-08 11:14:02
    洪流地位:Torrent Verified


    评级:Not Yet Rated (Log in to rate it)


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