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TORRENT DETAILS

Master Azure Databricks

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	38128deb2c7827ca116c51e47a8045f293c14983
Size:	4.3 GB in 98 files
Release Date(s):	Torrent Release: 08-11-2022 by user
Swarm:	0 Seeds & 0 Peers
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DESCRIPTION

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

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FILE LIST

Filename		Size
	.pad/0	119.7 KB
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	.pad/9	144.2 KB
	TutsNode.net.txt	63 B
	[TutsNode.net] - Master Azure Databricks/12. DataBricks CLI & Rest API/10. Lab Invoke REST API.mp4	48 MB
	[TutsNode.net] - Master Azure Databricks/12. DataBricks CLI & Rest API/10.1 invoke_rest.pdf	414.2 KB
	[TutsNode.net] - Master Azure Databricks/12. DataBricks CLI & Rest API/11. Lab Job REST API.mp4	66.2 MB
	[TutsNode.net] - Master Azure Databricks/12. DataBricks CLI & Rest API/11.1 job_rest_api.pdf	421.2 KB
	[TutsNode.net] - Master Azure Databricks/12. DataBricks CLI & Rest API/12. Lab Token Rest API.mp4	55.4 MB
	[TutsNode.net] - Master Azure Databricks/12. DataBricks CLI & Rest API/12.1 token_rest_api.pdf	418.2 KB
	[TutsNode.net] - Master Azure Databricks/12. DataBricks CLI & Rest API/13. Lab Group API.mp4	47.7 MB
	[TutsNode.net] - Master Azure Databricks/12. DataBricks CLI & Rest API/13.1 group_rest_api.pdf	430.5 KB
	[TutsNode.net] - Master Azure Databricks/14. CICD Devops/5. Lab Create Release Pipeline.mp4	57.5 MB
	[TutsNode.net] - Master Azure Databricks/3. Workspace, Notebook, Job, DBFS/10. DBUTILS.mp4	53.2 MB
	[TutsNode.net] - Master Azure Databricks/3. Workspace, Notebook, Job, DBFS/10.1 dbutils.pdf	213.1 KB
	[TutsNode.net] - Master Azure Databricks/3. Workspace, Notebook, Job, DBFS/13. Metastore - Setup external Metastore.mp4	63.7 MB
	[TutsNode.net] - Master Azure Databricks/4. RDD, Database, Tables/3.1 create_rdd.pdf	212.3 KB
	[TutsNode.net] - Master Azure Databricks/4. RDD, Database, Tables/4. Lab RDD transformations.mp4	59.6 MB
	[TutsNode.net] - Master Azure Databricks/4. RDD, Database, Tables/4.1 rdd_transformation.pdf	216.6 KB
	[TutsNode.net] - Master Azure Databricks/4. RDD, Database, Tables/5. Lab RDD Actions.mp4	55.7 MB
	[TutsNode.net] - Master Azure Databricks/4. RDD, Database, Tables/5.1 rdd_actions.pdf	227.5 KB
	[TutsNode.net] - Master Azure Databricks/4. RDD, Database, Tables/7.1 pair_rdd.pdf	216.8 KB
	[TutsNode.net] - Master Azure Databricks/4. RDD, Database, Tables/8.1 broadcast.pdf	225.4 KB
	[TutsNode.net] - Master Azure Databricks/4. RDD, Database, Tables/9.1 accumulator.pdf	201.3 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/10.1 groupby.pdf	209.1 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/12. Lab Window Functions.mp4	58.5 MB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/12.1 window.pdf	226.3 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/13. Lab Date and Timestamp Functions.mp4	66 MB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/13.1 date&time.pdf	231.3 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/15. Lab JOIN.mp4	74.6 MB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/15.1 JOIN.pdf	218.3 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/16.1 handle_bad_data.pdf	229.2 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/17.1 filemeta.pdf	198.4 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/3.1 CREATE_DF.pdf	210.1 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/4. Lab Define Schema.mp4	49 MB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/4.1 schemas.pdf	213.5 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/5. Lab Functions.mp4	52.1 MB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/5.1 functions.pdf	408.1 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/6.1 casting.pdf	225 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/7.1 filters.pdf	213.4 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/8.1 update.pdf	239.2 KB
	[TutsNode.net] - Master Azure Databricks/5. DataFrame/9.1 order_by.pdf	211.3 KB
	[TutsNode.net] - Master Azure Databricks/6. Data Source/2.1 parquet.pdf	207.7 KB
	[TutsNode.net] - Master Azure Databricks/6. Data Source/3. Lab Read and Write CSV Files.mp4	45.7 MB
	[TutsNode.net] - Master Azure Databricks/6. Data Source/4. Lab Read and Write JSON Files.mp4	45.5 MB
	[TutsNode.net] - Master Azure Databricks/6. Data Source/5. Lab Read and Write XML Files.mp4	58.6 MB
	[TutsNode.net] - Master Azure Databricks/6. Data Source/5.1 xml.pdf	207.6 KB
	[TutsNode.net] - Master Azure Databricks/6. Data Source/6.1 excel.pdf	203.3 KB
	[TutsNode.net] - Master Azure Databricks/6. Data Source/7. Lab Read and Write SQL databases using JDBC.mp4	50.4 MB
	[TutsNode.net] - Master Azure Databricks/6. Data Source/8. Lab Read and Write Azure blob storage.mp4	59.2 MB
	[TutsNode.net] - Master Azure Databricks/6. Data Source/8.1 azure_blob.pdf	233.1 KB
	[TutsNode.net] - Master Azure Databricks/7. Spark Structure Streaming/12. Streaming ETL 5 Ingest into Azure Data storage.mp4	49.3 MB
	[TutsNode.net] - Master Azure Databricks/7. Spark Structure Streaming/14. Setup Twitter Developer Account.mp4	58.3 MB
	[TutsNode.net] - Master Azure Databricks/7. Spark Structure Streaming/4. Lab Rate & File Source.mp4	49.9 MB
	[TutsNode.net] - Master Azure Databricks/7. Spark Structure Streaming/4.1 input_source.pdf	207.2 KB
	[TutsNode.net] - Master Azure Databricks/7. Spark Structure Streaming/5. Lab Kafka Source.mp4	89.9 MB
	[TutsNode.net] - Master Azure Databricks/7. Spark Structure Streaming/5.1 kafka_setup.pdf	230.1 KB
	[TutsNode.net] - Master Azure Databricks/7. Spark Structure Streaming/6. Lab Sink Console, Memory, File & Custom.mp4	60.6 MB
	[TutsNode.net] - Master Azure Databricks/8. DataBricks SQL/10. Lab Adding Charts to Dashboards.mp4	49.9 MB
	[TutsNode.net] - Master Azure Databricks/8. DataBricks SQL/13. Lab Data Object Access Control.mp4	46.8 MB
	[TutsNode.net] - Master Azure Databricks/8. DataBricks SQL/15. Lab Access SQL Endpoint from Python.mp4	45.2 MB
	[TutsNode.net] - Master Azure Databricks/8. DataBricks SQL/8. Lab Building Visualization (Table, BAR & PIE ).mp4	55.6 MB
	[TutsNode.net] - Master Azure Databricks/9. Delta Lake/12. Lab Incremental ETL load.mp4	86.5 MB
	[TutsNode.net] - Master Azure Databricks/9. Delta Lake/12.1 etl_pipeline.pdf	243.2 KB
	[TutsNode.net] - Master Azure Databricks/9. Delta Lake/13. Lab Incremental ETL load (@version property).mp4	84.7 MB
	[TutsNode.net] - Master Azure Databricks/9. Delta Lake/5. Lab Create Delta Table (SQL & Python).mp4	73.2 MB
	[TutsNode.net] - Master Azure Databricks/9. Delta Lake/6. Lab Read & Write Delta Table.mp4	49 MB
	[TutsNode.net] - Master Azure Databricks/9. Delta Lake/7. Lab Update Delete Merge.mp4	65.9 MB

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