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Master Azure Databricks[
Master Azure Databricks
Last updated 10/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 141 lectures (12h 17m) | Size: 4.36 GB
Learn Databricks concepts, PySpark, Spark Structure Streaming, Delta lake, Databricks SQL Analytics, REST API & CLI
What you'll learn
Azure Databricks Fundamentals
RDD & PySpark DataFrame
Spark Structure Streaming
Databricks Advance concept (Delta lake,SQL Warehouse,Security,Devops,Administration)
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
https://www.udemy.com/course/master-azure-databricks/PLEASE SUPPORT ME BY CLICK ONE OF MY LINKS IF YOU WANT BUYING OR EXTENDING YOUR ACCOUNT
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