| 0 | 119.7 KB | ||
| 1. Agenda.mp4 | 3 MB | ||
| 1. Course Structure.mp4 | 23.1 MB | ||
| 1 | 70.2 KB | ||
| 1. What is Data Pipeline.mp4 | 20.8 MB | ||
| 2 | 49.3 KB | ||
| 3 | 149.4 KB | ||
| 4 | 125.2 KB | ||
| 5 | 147.1 KB | ||
| 6 | 161.3 KB | ||
| 10. DBUTILS.mp4 | 53.2 MB | ||
| 10. Lab Adding Charts to Dashboards.mp4 | 49.9 MB | ||
| 10. Lab Convert RDD to DataFrame.mp4 | 10.3 MB | ||
| 10. Lab Convert a Parquet table to a Delta table.mp4 | 12.4 MB | ||
| 10. Lab GroupBy.mp4 | 26.5 MB | ||
| 10. Lab Integrate Event Hubs with Data Bricks.mp4 | 44 MB | ||
| 10. Lab Invoke REST API.mp4 | 48 MB | ||
| 10.1 dbutils.pdf | 213.1 KB | ||
| 10.1 groupby.pdf | 209.1 KB | ||
| 10.1 invoke_rest.pdf | 414.2 KB | ||
| 11. Lab Defining a Query Alert.mp4 | 23.2 MB | ||
| 11. Lab Generated Columns.mp4 | 26.6 MB | ||
| 11. Lab Job REST API.mp4 | 66.2 MB | ||
| 11. Lab Remove Duplicates.mp4 | 16.3 MB | ||
| 11. Lab Transformation.mp4 | 39.6 MB | ||
| 11. LabImport & read data.mp4 | 22.4 MB | ||
| 11. Widgets.mp4 | 35.4 MB | ||
| 11.1 job_rest_api.pdf | 421.2 KB | ||
| 12. Lab Access Control on Databricks SQL Objects.mp4 | 29.1 MB | ||
| 12. Lab Create a table using the UI.mp4 | 15.3 MB | ||
| 12. Lab Incremental ETL load.mp4 | 86.5 MB | ||
| 12. Lab Token Rest API.mp4 | 55.4 MB | ||
| 12. Lab Window Functions.mp4 | 58.5 MB | ||
| 12. Streaming ETL 5 Ingest into Azure Data storage.mp4 | 49.3 MB | ||
| 12. Workflows.mp4 | 44.5 MB | ||
| 12.1 etl_pipeline.pdf | 243.2 KB | ||
| 12.1 token_rest_api.pdf | 418.2 KB | ||
| 12.1 window.pdf | 226.3 KB | ||
| 13. Lab Create a table in a Notebook.mp4 | 22.6 MB | ||
| 13. Lab Data Object Access Control.mp4 | 46.8 MB | ||
| 13. Lab Date and Timestamp Functions.mp4 | 66 MB | ||
| 13. Lab Group API.mp4 | 47.7 MB | ||
| 13. Lab Incremental ETL load (@version property).mp4 | 84.7 MB | ||
| 13. Metastore - Setup external Metastore.mp4 | 63.7 MB | ||
| 13. Twitter Sentiment Analysis - Introduction.mp4 | 12.9 MB | ||
| 13.1 date&time.pdf | 231.3 KB | ||
| 13.1 group_rest_api.pdf | 430.5 KB | ||
| 14. Lab Transfer Ownership.mp4 | 38.6 MB | ||
| 14. Lab UDF (User Defined Function).mp4 | 30.7 MB | ||
| 14. Setup Twitter Developer Account.mp4 | 58.3 MB | ||
| 15. Lab Access SQL Endpoint from Python.mp4 | 45.2 MB | ||
| 15. Lab JOIN.mp4 | 74.6 MB | ||
| 15. Twitter Sentiment Analysis - II.mp4 | 36.5 MB | ||
| 15.1 JOIN.pdf | 218.3 KB | ||
| 16. Lab Databricks SQL CLI.mp4 | 34.3 MB | ||
| 16. Lab Handle corrupt records using the badRecordsPath.mp4 | 33.7 MB | ||
| 16. Twitter Sentiment Analysis - III.mp4 | 37.8 MB | ||
| 16.1 handle_bad_data.pdf | 229.2 KB | ||
| 17. LabFile metadata column.mp4 | 17.8 MB | ||
| 17.1 filemeta.pdf | 198.4 KB | ||
| 2. Azure databricks.mp4 | 11.7 MB | ||
| 2. Components in Databricks SQL.mp4 | 9.3 MB | ||
| 2. Data Lakehouse Architecture.mp4 | 31.9 MB | ||
| 2. DataBricks CLI.mp4 | 2.9 MB | ||
| 2. DataBricks Security.mp4 | 9.2 MB | ||
| 2. Lab Read and Write Parquet File.mp4 | 31 MB | ||
| 2. Lab Setup Azure Devops.mp4 | 18.8 MB | ||
| 2. Manage User & Group.mp4 | 11.6 MB | ||
| 2. Navigate the Workspace.mp4 | 36.6 MB | ||
| 2. RDD Introduction.mp4 | 17.6 MB | ||
| 2. What is BI.mp4 | 8.6 MB | ||
| 2. What is DataFrame.mp4 | 7.6 MB | ||
| 2. What is Spark Structure Streaming.mp4 | 19.1 MB | ||
| 2.1 parquet.pdf | 207.7 KB | ||
| 3. Azure Databricks Architecture.mp4 | 15.5 MB | ||
| 3. Data Source & Sink.mp4 | 1.8 MB | ||
| 3. Databricks Runtimes.mp4 | 21.2 MB | ||
| 3. Lab Add User into Azure Active Directory.mp4 | 22.3 MB | ||
| 3. Lab Configuring a SQL Endpoint.mp4 | 13.3 MB | ||
| 3. Lab Create DataFrames.mp4 | 19.2 MB | ||
| 3. Lab Creating RDD.mp4 | 36 MB | ||
| 3. Lab Integrate Databricks with Azure Devops.mp4 | 34.6 MB | ||
| 3. Lab Read and Write CSV Files.mp4 | 45.7 MB | ||
| 3. Lab Secret management.mp4 | 38.9 MB | ||
| 3. Medallion Lakehouse architecture.mp4 | 8.9 MB | ||
| 3. Power BI.mp4 | 10.2 MB | ||
| 3. Setting up Databricks CLI.mp4 | 28.1 MB | ||
| 3.1 CREATE_DF.pdf | 210.1 KB | ||
| 3.1 create_rdd.pdf | 212.3 KB | ||
| 4. Azure Account Setup.mp4 | 25.4 MB | ||
| 4. Clusters Part 1.mp4 | 32.6 MB | ||
| 4. Delta Lake.mp4 | 11 MB | ||
| 4. Lab Create Build pipeline.mp4 | 44.5 MB | ||
| 4. Lab Create Group.mp4 | 6.5 MB | ||
| 4. Lab Creating a Table from a CSV File.mp4 | 17.7 MB | ||
| 4. Lab Define Schema.mp4 | 49 MB | ||
| 4. Lab Part I - Column level Security.mp4 | 21.7 MB | ||
| 4. Lab RDD transformations.mp4 | 59.6 MB | ||
| 4. Lab Rate & File Source.mp4 | 49.9 MB | ||
| 4. Lab Read and Write JSON Files.mp4 | 45.5 MB | ||
| 4. Lab Setup BI Environments.mp4 | 28.2 MB | ||
| 4. Lab Workspace CLIS.mp4 | 30.1 MB | ||
| 4.1 input_source.pdf | 207.2 KB | ||
| 4.1 rdd_transformation.pdf | 216.6 KB | ||
| 4.1 schemas.pdf | 213.5 KB | ||
| 5. Cluster Part 2.mp4 | 12.3 MB | ||
| 5. Lab Cluster CLI.mp4 | 29.5 MB | ||
| 5. Lab Connecting Power BI to DataBricks with JDBC.mp4 | 29.7 MB | ||
| 5. Lab Create Delta Table (SQL & Python).mp4 | 73.2 MB | ||
| 5. Lab Create Queries.mp4 | 34.5 MB | ||
| 5. Lab Create Release Pipeline.mp4 | 57.5 MB | ||
| 5. Lab Functions.mp4 | 52.1 MB | ||
| 5. Lab Kafka Source.mp4 | 89.9 MB | ||
| 5. Lab Part II - Column level Security.mp4 | 38.1 MB | ||
| 5. Lab RDD Actions.mp4 | 55.7 MB | ||
| 5. Lab Read and Write XML Files.mp4 | 58.6 MB | ||
| 5. Lab Table Access Control.mp4 | 32.7 MB | ||
| 5. WorkSpace Setup.mp4 | 13.6 MB | ||
| 5.1 functions.pdf | 408.1 KB | ||
| 5.1 kafka_setup.pdf | 230.1 KB | ||
| 5.1 rdd_actions.pdf | 227.5 KB | ||
| 5.1 xml.pdf | 207.6 KB | ||
| 6. Lab Casting Operations.mp4 | 36.7 MB | ||
| 6. Lab Connecting Power BI to DataBricks with Partner Connect.mp4 | 24.5 MB | ||
| 6. Lab DBFS CLI.mp4 | 25.5 MB | ||
| 6. Lab Parameterized Query.mp4 | 40.7 MB | ||
| 6. Lab RDD Joins.mp4 | 26 MB | ||
| 6. Lab Read & Write Delta Table.mp4 | 49 MB | ||
| 6. Lab Read and Write Excel file.mp4 | 34.4 MB | ||
| 6. Lab Row level Security.mp4 | 34.8 MB | ||
| 6. Lab Sink Console, Memory, File & Custom.mp4 | 60.6 MB | ||
| 6. Lab Workspace, Cluster, Job Access.mp4 | 44 MB | ||
| 6. Notebooks.mp4 | 31.3 MB | ||
| 6.1 casting.pdf | 225 KB | ||
| 6.1 excel.pdf | 203.3 KB | ||
| 7. Lab Filter Transformation.mp4 | 42.3 MB | ||
| 7 | 60.5 KB | ||
| 7. Lab Build Streaming ETL.mp4 | 6.8 MB | ||
| 7. Lab Jobs CLI.mp4 | 15.6 MB | ||
| 7. Lab Pair RDD.mp4 | 39.9 MB | ||
| 7. Lab Query Profile.mp4 | 38.8 MB | ||
| 7. Lab Read and Write SQL databases using JDBC.mp4 | 50.4 MB | ||
| 7. Lab Update Delete Merge.mp4 | 65.9 MB | ||
| 7. Libraries.mp4 | 32.9 MB | ||
| 7. What is Tableau & Download Tableau.mp4 | 12 MB | ||
| 7.1 filters.pdf | 213.4 KB | ||
| 7.1 pair_rdd.pdf | 216.8 KB | ||
| 8. Databricks CLI on Windows.mp4 | 22.9 MB | ||
| 8. Lab Schema Validation.mp4 | 24.6 MB | ||
| 8. Lab Setup Event Hub.mp4 | 13.8 MB | ||
| 8 | 55.9 KB | ||
| 8. Lab Broadcast Variables.mp4 | 29.8 MB | ||
| 8. Lab Building Visualization (Table, BAR & PIE ).mp4 | 55.6 MB | ||
| 8. Lab Connecting Tableau to DataBricks.mp4 | 28.7 MB | ||
| 8. Lab Read and Write Azure blob storage.mp4 | 59.2 MB | ||
| 8. Lab Update, Update ALL & UpdateByName.mp4 | 29.3 MB | ||
| 8. Repos for Git integration.mp4 | 32 MB | ||
| 8.1 azure_blob.pdf | 233.1 KB | ||
| 8.1 broadcast.pdf | 225.4 KB | ||
| 8.1 update.pdf | 239.2 KB | ||
| 9. Lab Connecting Tableau to DataBricks with Partner Connect.mp4 | 18.1 MB | ||
| 9 | 144.2 KB | ||
| 9. Databricks File System (DBFS).mp4 | 21 MB | ||
| 9. Lab Accumulators.mp4 | 20.5 MB | ||
| 9. Lab Building Line Chart & Counter Chart.mp4 | 28.6 MB | ||
| 9. Lab Event Hub Producer.mp4 | 19.2 MB | ||
| 9. Lab OrderBy & SortBY.mp4 | 35 MB | ||
| 9. Lab Time Travel.mp4 | 31.1 MB | ||
| 9. REST API.mp4 | 12.9 MB | ||
| 9.1 accumulator.pdf | 201.3 KB | ||
| 9.1 order_by.pdf | 211.3 KB | ||
| TutsNode.net.txt | 102.4 B | ||
| [TGx]Downloaded from torrentgalaxy.to .txt | 614.4 B | ||
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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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