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Master Azure Databricks

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Details
اسم:Master Azure Databricks
الوصف:

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
يوتيوب فيديو:
الفئة:Tutorials
اللغة:English  English
إجمالي حجم:4.31 GB
تجزئة المعلومات:38128DEB2C7827CA116C51E47A8045F293C14983
وأضاف بها:tutsnode Verified UploaderVIP
تاريخ الإضافة:2022-11-08 11:14:02
سيل مركز:Torrent Verified


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


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