Udemy – Azure Databricks Master Program [real time scenarios + Labs] By Mallaiah Somula
English | Tutorial | Size: 4.77 GB
Databricks Master Program with customer requirement and designing Data pipeline in Databricks
What is Azure Databricks
Challenges to solutions with Azure Databricks
History of Azure Databricks
Azure Databricks Architecture
Azure Databricks Data Flow Architecture
Batch Data Processing with Azure Databricks
Stream Data Processing with Azure Databricks
Machine Learning on batch data with Azure Databricks
Interface
Workspace
Data Management
Computation Management
Model Management
Authentication and Authorization
How to login into azure portal
How to create Azure Databricks
Dashboard
Home
Workspace
Recent
Data Management
Computation Management
Model Management
Job Management
Search
Creating and configuring clusters in Azure Databricks
How to create Python notebook
How to create Scala notebook
How to create SQL notebook
How to create R notebook
How to login into azure portal
How to create Azure Databricks
Creating and configuring clusters in Azure Databricks
How to create notebook
How to detach and attach notebook to another cluster
How to Export Notebook in different formats
How to Import Notebook from different formats
How to clone Notebook
How to move Notebook
How to change default language of Notebook
How to move cells
How to create and delete cells
How to use shortcuts to execute cells
How to comment code in notebook
All Options available on Notebook
How to create new database in Azure Databricks
How to describe database in Azure Databricks
How to drop database in Azure Databricks
How to drop Non empty database in Azure Databricks
How to create table with UI
How to create table with Notebook
Difference between table with UI and table with notebook
How to create table in specified database with UI
How to create table in specified database with Notebook
How to create empty table
How to create Partition table with Notebook
How to append or overwrite partitions in table
How to describe table in Azure Databricks
How to drop table in Azure Databricks
How to upload data into Databricks File System
Command to create directory in dbfs
Command to create file and write data to it
Command to display file content
Command to list down content in a directory
Command to move files from one directory to another directory
Command to copy file from one directory to another directory
Command to remove file and directories
Command to mount and unmount file system
Command to list down mount
Command to refresh mount points
Command to install the packages
Command to find current notebook path/ from UI
Command to run one notebook from another notebook
Command to exit notebook execution
Command to list down secret scopes
What is widget and Types
How to create widget to pass dynamic values to Python notebook
How to read dynamic parameter values in Python notebook
How to remove widget from python notebook
How to create widget to pass dynamic values to Scala notebook
How to read dynamic parameter values in Scala notebook
How to remove widget from scala notebook
How to run notebook whenever we change the dynamic parameter values
Widgets panel settings
Prerequisites to install databricks cli
How to install databricks cli
How to authenticate to databricks workspace from cli
How to create cluster
How to terminate cluster
How to start cluster
How to restart cluster
How to get list of clusters
How to get list of notebook
How to import notebook into databricks from local
How to export notebook
How to remove notebook
How to create folders
How to get list of folders in dbfs
How to create folder in dbfs
How to copy files from local to dbfs
How to move file from one folder to another folder
How to remove files from dbfs
How to remove folders from dbfs
How to install libraries
How to uninstall libraries
How to create job
How to run job
1. PySpark Read CSV file into DataFrame
Read single file
Read all CSV files in a directory
2. Options while reading CSV file
delimiter
InferSchema
header
3. Read CSV files with a user-specified schema
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