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Data Engineering using Databricks features on AWS and Azure
Category:
Ebook/Course
Size:
3.65 GB
Seeders:
2
Leechers:
0
Downloads:
244
Uploaded:
Aug 24, 2021
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Data Engineering using Databricks features on AWS and Azure
!!! More Courses !!!.txt
- 1.14 KB
01 Introduction to Data Engineering using Databricks
001 Overview of the course - Data Engineering using Databricks.en.srt
- 17.61 KB
001 Overview of the course - Data Engineering using Databricks.mp4
- 74.97 MB
002 Where are the resources that are used for this course_.html
- 1.67 KB
003 [Must Watch] 30 Day Money Back Guarantee, Feedback and Rating.en.srt
- 4.23 KB
003 [Must Watch] 30 Day Money Back Guarantee, Feedback and Rating.mp4
- 6.04 MB
02 Getting Started
001 Signing Up For Databricks Community Edition.en.srt
- 10.71 KB
001 Signing Up For Databricks Community Edition.mp4
- 40.34 MB
002 Create Azure Databricks Service.en.srt
- 9.73 KB
002 Create Azure Databricks Service.mp4
- 39.06 MB
003 Signup For Databricks Full Trial.en.srt
- 12.88 KB
003 Signup For Databricks Full Trial.mp4
- 57.63 MB
004 Overview Of Databricks UI.en.srt
- 3.09 KB
004 Overview Of Databricks UI.mp4
- 9.32 MB
005 Upload Data In Files Into Databricks.en.srt
- 12.32 KB
005 Upload Data In Files Into Databricks.mp4
- 49.95 MB
006 Create Cluster In Databricks Platform.en.srt
- 6.09 KB
006 Create Cluster In Databricks Platform.mp4
- 20.42 MB
007 Managing File System Using Notebooks.en.srt
- 9.52 KB
007 Managing File System Using Notebooks.mp4
- 45.04 MB
03 Setup Local Development Environment
001 Setup Single Node Databricks Cluster.en.srt
- 8.16 KB
001 Setup Single Node Databricks Cluster.mp4
- 27.57 MB
002 Install Databricks Connect.en.srt
- 5.06 KB
002 Install Databricks Connect.mp4
- 23.93 MB
003 Configure Databricks Connect.en.srt
- 6.66 KB
003 Configure Databricks Connect.mp4
- 34.65 MB
004 Integrating Pycharm with Databricks Connect.en.srt
- 6.18 KB
004 Integrating Pycharm with Databricks Connect.mp4
- 22.2 MB
005 Code - Integrating Pycharm with Databricks Connect.html
- 1.11 KB
006 Integrate Databricks Cluster with Glue Catalog.en.srt
- 12.66 KB
006 Integrate Databricks Cluster with Glue Catalog.mp4
- 71.85 MB
007 Setup s3 Bucket and Grant Permissions.en.srt
- 5.07 KB
007 Setup s3 Bucket and Grant Permissions.mp4
- 22.18 MB
008 Mounting s3 Buckets into Databricks Clusters.en.srt
- 6.07 KB
008 Mounting s3 Buckets into Databricks Clusters.mp4
- 24.75 MB
009 Using dbutils from IDEs such as Pycharm.en.srt
- 3.81 KB
009 Using dbutils from IDEs such as Pycharm.mp4
- 18.43 MB
010 Code - Using dbutils from IDEs such as Pycharm.html
- 1.16 KB
04 Using Databricks CLI
001 Introduction.en.srt
- 2.07 KB
001 Introduction.mp4
- 6.22 MB
002 Install and Configure Databricks CLI.en.srt
- 4.38 KB
002 Install and Configure Databricks CLI.mp4
- 21.24 MB
003 Interacting with File System using CLI.en.srt
- 14.05 KB
003 Interacting with File System using CLI.mp4
- 70.45 MB
004 Getting Cluster Details using CLI.en.srt
- 7.23 KB
004 Getting Cluster Details using CLI.mp4
- 36.68 MB
05 Spark Application Development Life Cycle
001 Setup Virtual Environment and Install Pyspark.en.srt
- 7.7 KB
001 Setup Virtual Environment and Install Pyspark.mp4
- 37.84 MB
002 [Commands] - Setup Virtual Environment and Install Pyspark.html
- 1.11 KB
003 Getting Started with Pycharm.en.srt
- 7.82 KB
003 Getting Started with Pycharm.mp4
- 29.73 MB
004 [Code and Instructions] - Getting Started with Pycharm.html
- 1.76 KB
005 Passing Run Time Arguments.en.srt
- 8.82 KB
005 Passing Run Time Arguments.mp4
- 29.89 MB
006 Accessing OS Environment Variables.en.srt
- 6.8 KB
006 Accessing OS Environment Variables.mp4
- 23.9 MB
007 Getting Started with Spark.en.srt
- 4.01 KB
007 Getting Started with Spark.mp4
- 18.76 MB
008 Create Function for Spark Session.en.srt
- 8.23 KB
008 Create Function for Spark Session.mp4
- 41.28 MB
009 [Code and Instructions] - Create Function for Spark Session.html
- 2.09 KB
010 Setup Sample Data.en.srt
- 3.82 KB
010 Setup Sample Data.mp4
- 18.56 MB
011 Read data from files.en.srt
- 12.77 KB
011 Read data from files.mp4
- 63.61 MB
012 [Code and Instructions] - Read data from files.html
- 2.41 KB
013 Process data using Spark APIs.en.srt
- 9.53 KB
013 Process data using Spark APIs.mp4
- 43.65 MB
014 [Code and Instructions] - Process data using Spark APIs.html
- 2.32 KB
015 Write data to files.en.srt
- 11.2 KB
015 Write data to files.mp4
- 44.71 MB
016 [Code and Instructions] - Write data to files.html
- 2.84 KB
017 Validating Writing Data to Files.en.srt
- 10.76 KB
017 Validating Writing Data to Files.mp4
- 50.54 MB
018 Productionizing the Code.en.srt
- 7.38 KB
018 Productionizing the Code.mp4
- 25.5 MB
019 [Code and Instructions] - Productionizing the code.html
- 4.28 KB
020 Setting up Data for Production Validation.en.srt
- 6.61 KB
020 Setting up Data for Production Validation.mp4
- 41.25 MB
06 Databricks Jobs and Clusters
001 Introduction to Jobs and Clusters.en.srt
- 4.51 KB
001 Introduction to Jobs and Clusters.mp4
- 15.87 MB
002 Creating Pools in Databricks Platform.en.srt
- 5.28 KB
002 Creating Pools in Databricks Platform.mp4
- 19.53 MB
003 Create Cluster on Azure Databricks.en.srt
- 9.19 KB
003 Create Cluster on Azure Databricks.mp4
- 36.64 MB
004 Request to Increase CPU Quota on Azure.en.srt
- 4.18 KB
004 Request to Increase CPU Quota on Azure.mp4
- 21.68 MB
005 Creating Job on Databricks.en.srt
- 13.22 KB
005 Creating Job on Databricks.mp4
- 63.86 MB
006 Submitting Jobs using Job Cluster.en.srt
- 8.89 KB
006 Submitting Jobs using Job Cluster.mp4
- 33.37 MB
007 Create Pool in Databricks.en.srt
- 4.45 KB
007 Create Pool in Databricks.mp4
- 15.27 MB
008 Running Job using Interactive Cluster Attached to Pool.en.srt
- 5.04 KB
008 Running Job using Interactive Cluster Attached to Pool.mp4
- 21.51 MB
009 Running Job Using Job Cluster Attached to Pool.en.srt
- 5.45 KB
009 Running Job Using Job Cluster Attached to Pool.mp4
- 22.05 MB
010 Exercise - Submit the application as job using interactive cluster.en.srt
- 2.03 KB
010 Exercise - Submit the application as job using interactive cluster.mp4
- 7.48 MB
07 Deploy and Run on Databricks
001 Prepare PyCharm for Databricks.en.srt
- 7.98 KB
001 Prepare PyCharm for Databricks.mp4
- 38.53 MB
002 Prepare Data Sets.en.srt
- 10.51 KB
002 Prepare Data Sets.mp4
- 56.34 MB
003 Move files to ghactivity.en.srt
- 3.42 KB
003 Move files to ghactivity.mp4
- 23.27 MB
004 Refactor Code for Databricks.en.srt
- 13.26 KB
004 Refactor Code for Databricks.mp4
- 82.74 MB
005 Validating Data using Databricks.en.srt
- 11 KB
005 Validating Data using Databricks.mp4
- 54.49 MB
006 Setup Data Set for Production Deployment.en.srt
- 6.54 KB
006 Setup Data Set for Production Deployment.mp4
- 22.58 MB
007 Access File Metadata using dbutils.en.srt
- 6.16 KB
007 Access File Metadata using dbutils.mp4
- 21.83 MB
008 Build Deployable bundle for Databricks.en.srt
- 7.44 KB
008 Build Deployable bundle for Databricks.mp4
- 24.38 MB
009 Running Jobs using Databricks Web UI.en.srt
- 15.37 KB
009 Running Jobs using Databricks Web UI.mp4
- 64.52 MB
010 Get Job and Run Details using Databricks CLI.en.srt
- 9.28 KB
010 Get Job and Run Details using Databricks CLI.mp4
- 38.71 MB
011 Submitting Databricks Jobs using CLI.en.srt
- 9.21 KB
011 Submitting Databricks Jobs using CLI.mp4
- 43.2 MB
012 Setup and Validate Databricks Client Library.en.srt
- 10.86 KB
012 Setup and Validate Databricks Client Library.mp4
- 47.57 MB
013 Resetting the Job using Jobs API.en.srt
- 8.86 KB
013 Resetting the Job using Jobs API.mp4
- 45.94 MB
014 Run Databricks Job programmatically using Python.en.srt
- 4.84 KB
014 Run Databricks Job programmatically using Python.mp4
- 24.49 MB
015 Detailed Validation of Data.en.srt
- 22.39 KB
015 Detailed Validation of Data.mp4
- 101.19 MB
08 Deploy Jobs using Notebooks
001 Modularizing Notebooks.en.srt
- 6.94 KB
001 Modularizing Notebooks.mp4
- 16.55 MB
002 Running Job using Notebook.en.srt
- 11.34 KB
002 Running Job using Notebook.mp4
- 45.26 MB
003 Refactor application as Databricks Notebooks.en.srt
- 4.82 KB
003 Refactor application as Databricks Notebooks.mp4
- 20.76 MB
004 Run Notebook using Development Cluster.en.srt
- 3.64 KB
004 Run Notebook using Development Cluster.mp4
- 14.4 MB
09 Deep Dive into Delta Lake using Data Frames
001 Introduction to Delta Lake using Data Frames.en.srt
- 4.97 KB
001 Introduction to Delta Lake using Data Frames.mp4
- 20.81 MB
002 Creating Data Frames for Delta Lake.en.srt
- 9.97 KB
002 Creating Data Frames for Delta Lake.mp4
- 54.24 MB
003 Writing Data Frame using Delta Format.en.srt
- 8.18 KB
003 Writing Data Frame using Delta Format.mp4
- 29.71 MB
004 Updating Existing Data using Delta Format.en.srt
- 10.16 KB
004 Updating Existing Data using Delta Format.mp4
- 52.13 MB
005 Delete Existing Data using Delta Format.en.srt
- 8.4 KB
005 Delete Existing Data using Delta Format.mp4
- 38.66 MB
006 Merge or Upsert Data using Delta Format.en.srt
- 15.57 KB
006 Merge or Upsert Data using Delta Format.mp4
- 74.53 MB
007 Deleting using Merge in Delta Lake.en.srt
- 11.9 KB
007 Deleting using Merge in Delta Lake.mp4
- 66.32 MB
008 Point in Snapshot Recovery using Delta Logs.en.srt
- 14 KB
008 Point in Snapshot Recovery using Delta Logs.mp4
- 71.28 MB
009 Deleting unnecessary Delta Files using Vacuum.en.srt
- 16.3 KB
009 Deleting unnecessary Delta Files using Vacuum.mp4
- 75.62 MB
010 Compaction of Delta Lake Files.en.srt
- 14.32 KB
010 Compaction of Delta Lake Files.mp4
- 60.51 MB
074 01 Introduction to Delta Lake using Data Frames.dbc
- 1.54 KB
075 02 Creating Data Frames for Delta Lake Demo.dbc
- 4.08 KB
076 03 Writing Data Frame using Delta Format.dbc
- 3.98 KB
077 04 Update Existing Data using Delta Format.dbc
- 3.61 KB
078 05 Delete Existing Data using Delta Format.dbc
- 4.13 KB
079 06 Merge or Upsert Data using Delta Format.dbc
- 8.42 KB
080 07 Deleting using Merge in Delta Lake.dbc
- 9.02 KB
081 08 Point in Snapshot Recovery using Delta Logs.dbc
- 11.67 KB
082 09 Deleting unnecessary Delta Files using Vacuum.dbc
- 8.9 KB
083 10 Compaction of Delta Lake Files.dbc
- 12.05 KB
10 Deep Dive into Delta Lake using Spark SQL
001 Introduction to Delta Lake using SQL.en.srt
- 4.85 KB
001 Introduction to Delta Lake using SQL.mp4
- 19.35 MB
002 Creating Data Frames for Delta Lake.en.srt
- 9.97 KB
002 Creating Data Frames for Delta Lake.mp4
- 54.17 MB
003 Create Delta Lake Table.en.srt
- 7.6 KB
003 Create Delta Lake Table.mp4
- 29.04 MB
004 Insert Data to Delta Lake Table.en.srt
- 9.05 KB
004 Insert Data to Delta Lake Table.mp4
- 38.93 MB
005 Update Data in Delta Lake Table.en.srt
- 8.47 KB
005 Update Data in Delta Lake Table.mp4
- 32.29 MB
006 Delete Data from Delta Lake Table.en.srt
- 7.96 KB
006 Delete Data from Delta Lake Table.mp4
- 28.89 MB
007 Merge or Upsert Data into Delta Lake Table.en.srt
- 11.57 KB
007 Merge or Upsert Data into Delta Lake Table.mp4
- 50.7 MB
008 Using Merge Function over Delta Lake Table.en.srt
- 13.2 KB
008 Using Merge Function over Delta Lake Table.mp4
- 58.62 MB
009 Point in Snapshot Recovery using Delta Lake Table.en.srt
- 13.89 KB
009 Point in Snapshot Recovery using Delta Lake Table.mp4
- 63.37 MB
010 Vacuuming Delta Lake Tables.en.srt
- 14.35 KB
010 Vacuuming Delta Lake Tables.mp4
- 63.03 MB
011 Compaction of Delta Lake Tables.en.srt
- 9.87 KB
011 Compaction of Delta Lake Tables.mp4
- 48.09 MB
084 01 Introduction to Delta Lake using SQL.dbc
- 1.51 KB
085 02 Creating Data Frames for Delta Lake.dbc
- 2.85 KB
086 03 Create Delta Lake Table.dbc
- 4.06 KB
087 04 Insert Data to Delta Lake Table.dbc
- 4.71 KB
088 05 Update Data in Delta Lake Table.dbc
- 3.73 KB
089 06 Delete Data from Delta Lake Table.dbc
- 3.45 KB
090 07 Merge or Upsert Data into Delta Lake Table.dbc
- 5.21 KB
091 08 Using Merge Function over Delta Lake Table.dbc
- 6.36 KB
092 09 Point in Snapshot Recovery using Delta Lake Table.dbc
- 7.66 KB
093 10 Vacuuming Delta Lake Tables.dbc
- 9.95 KB
094 11 Compaction of Delta Lake Tables.dbc
- 10.15 KB
11 Accessing Databricks Cluster Terminal via Web as well as SSH
001 Enable Web Terminal in Databricks Admin Console.en.srt
- 4.33 KB
001 Enable Web Terminal in Databricks Admin Console.mp4
- 12.14 MB
002 Launch Web Terminal for Databricks Cluster.en.srt
- 5.52 KB
002 Launch Web Terminal for Databricks Cluster.mp4
- 15.15 MB
003 Setup SSH for the Databricks Cluster Driver Node.en.srt
- 12.65 KB
003 Setup SSH for the Databricks Cluster Driver Node.mp4
- 54.29 MB
004 Validate SSH Connectivity to the Databricks Driver Node on AWS.en.srt
- 8.4 KB
004 Validate SSH Connectivity to the Databricks Driver Node on AWS.mp4
- 41.81 MB
005 Limitations of SSH and comparison with Web Terminal.en.srt
- 3.75 KB
005 Limitations of SSH and comparison with Web Terminal.mp4
- 16.4 MB
12 Installing Softwares on Databricks Clusters using init scripts
001 Setup gen_logs on Databricks Cluster.en.srt
- 7.53 KB
001 Setup gen_logs on Databricks Cluster.mp4
- 31.13 MB
002 [Commands] Setup gen_logs on Databricks Cluster.html
- 1.25 KB
003 Overview of Init Scripts for Databricks Clusters.en.srt
- 1.66 KB
003 Overview of Init Scripts for Databricks Clusters.mp4
- 5.8 MB
004 Create Script to install software from git on Databricks Cluster.en.srt
- 3.85 KB
004 Create Script to install software from git on Databricks Cluster.mp4
- 14.2 MB
005 [Commands] Create Script to install software from git on Databricks Cluster.html
- 1.19 KB
006 Copy init script to dbfs location.en.srt
- 4.01 KB
006 Copy init script to dbfs location.mp4
- 14.28 MB
007 [Commands] Copy init script to dbfs location.html
- 1.16 KB
008 Create Databricks Standalone Cluster with init script.en.srt
- 7.89 KB
008 Create Databricks Standalone Cluster with init script.mp4
- 32.59 MB
13 Quick Recap of Spark Structured Streaming
001 Validate Netcat on Databricks Driver Node.en.srt
- 10.33 KB
001 Validate Netcat on Databricks Driver Node.mp4
- 48.2 MB
002 Push log messages to Netcat Webserver on Databricks Driver Node.en.srt
- 5.64 KB
002 Push log messages to Netcat Webserver on Databricks Driver Node.mp4
- 27.88 MB
003 Reading Web Server logs using Spark Structured Streaming.en.srt
- 10.95 KB
003 Reading Web Server logs using Spark Structured Streaming.mp4
- 49.42 MB
004 Writing Streaming Data to Files.en.srt
- 9.4 KB
004 Writing Streaming Data to Files.mp4
- 42 MB
108 02 Validate Netcat Webserver.ipynb
- 3.27 KB
109 03 Push log messages to Netcat Webserver.ipynb
- 17.89 KB
110 04 Reading Web Server logs using Spark Structured Streaming.ipynb
- 18.98 KB
111 05 Writing Streaming Data to Files.ipynb
- 55.81 KB
14 Incremental Loads using Spark Structured Streaming
001 Overview of Spark Structured Streaming.en.srt
- 3.13 KB
001 Overview of Spark Structured Streaming.mp4
- 11.64 MB
002 Steps for Incremental Data Processing.en.srt
- 4.84 KB
002 Steps for Incremental Data Processing.mp4
- 18.94 MB
003 Configure Cluster with Instance Profile.mp4.en.srt
- 9.75 KB
003 Configure Cluster with Instance Profile.mp4.mp4
- 37.01 MB
112 02 Overview of Spark Structured Streaming Triggers.ipynb
- 1.72 KB
113 03 Steps for Incremental Data Processing.ipynb
- 1.84 KB
114 04 Configure Cluster with Instance Profile.ipynb
- 136.09 KB
logo.jpg
- 72.11 KB
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InfoHash:
8E059D4695F968516D846844926731187A4CAE5C
Last updated:
Jan 23, 2022
File count:
245 B
File Category:
9
Tags:
Coursesghar, Tutorials, Courses, Other
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