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Azure Data Bricks Study Material
AZURE DATABRICKS Material Download & Unzip
ADB Material
Azur Data Bricks Videos Sessions
SESSION-1 Databricks and pyspark introduction
SESSION-2 Pyspark RDD Computation
SESSION-3 Pyspark RDD operations
SESSION-4 Pyspark Fault-Tolerant model and diff ways of creating RDDs
SESSION-5 Pyspark Stages and Tasks
SESSION-6 Python Installation and Python basics
SESSION-7 Python Lambda filter and map functions
SESSION-8 Creating ADB instance and creating cluster
SESSION-9 creating cluster and creating Notebook and scheduling jobs
SESSION-10 diff b_w all purpose and job cluster and scheduling jobs
SESSION-11 Pyspark Sql Introduction
SESSION-12 Calculating cluster memory in pyspark while executing a job
SESSION-13 pyspark sql introduction part2
SESSION-14 pyspark Driver and Executors and types of scheduling
SESSION-15 ADB Workspace introduction
SESSION-16 Notebook menus and magic commands
SESSION-17 Azure Databricks utilities
SESSION-18 Widget utility
SESSION-19 working with DBFS
SESSION-20 Creating Service principle ans providing access to service principle
SESSION-21 Mounting ADLS to DBFS
SESSION-22 mounting ADLS to DBFS part2
SESSION-23 Databricks Unity Catalog part1
SESSION-24 Databricks LAkehouse platform-unity catalog part2
SESSION-25 Setting up unity Catalog creating access connectors and giving acces
SESSION-26 creating external user and logging with the external user
SESSION-27 Creating metastore and assigning a metastore to workspace
SESSION-28 provisioning and adding users to unity catalog
SESSION-29 creating user groups and adding members and creating metastore objects
SESSION-30 creating metastore objects-catalogs,databases and volumes
SESSION-31 creating External Locations
SESSION-32 Creating metastore objects
SESSION-33 Creating Pyspark DataFrame from a JSON
SESSION-34 Various Pyspark DataFrame API Functions
SESSION-35 Various Pyspark DataFrame API Functions part-2
SESSION-36 Various Pyspark Dataframe API Functions part-3
SESSION-37 Various Pyspark Dataframe API Functions part-4
SESSION-38 Various Pyspark Dataframe API functions part5
SESSION-39 Various Pyspark DataFrame API Functions
SESSION-40 Loading a JSON Dataset ans creating a dataframe
SESSION-41 Loading CSV Files and creating a DAtaFrame
SESSION-42 Diff ways of creating Pyspark Dataframes
SESSION-43 Pyspark In-built functions part1
SESSION-44 Pyspark in-built functions part2
SESSION-45 Pyspark Built-in Functions part3
SESSION-46 Pyspark built-in funtions part4
SESSION-47 Creating Delta tables
SESSION-48 working with Delta Tables
SESSION-49 Diff ways of creating a Delta Table
SESSION-50 Delta Table Instance
SESSION-51 Diff ways of inserting into Delta Table
SESSION-52 Inserting and deleting from a Deltable
SESSION-53 Updating into Delta Table
SESSION-54 Creating External Locations and External Tables
SESSION-55 External Tables part-2
SESSION-56 SCD TYpe1 Merge operation (upsert)
SESSION-57 SCD Type1 Merge operation (upsert) part-2
SESSION-58 Audit Log table for Delta Lake table
SESSION-59 ADLS to DBFS using account key and Audit log table part2
SESSION-60 Audit Log Table part3
SESSION-61 Reading data from Azure Sql database by Azure Databricks
SESSION-62 Pyspark window functions part2
SESSION-63 Loading text and parquet files and crearing Dataframe
SESSION-64 Pyspark Date and TimeStamp Functions
SESSION-65 Pyspark Date and Time Stamp Functions part2
SESSION-66 Workflows in Databricks
SESSION-67 Workflows and scheduling jobs in Databricks
SESSION-68 Creating jobs and scheduling it
SESSION-69 Reading data from Azure Sql database by Azure Databricks
SESSION-70 Azuresql+ADB+ADLS+ADF Integration part1
SESSION-71 Azuresql+ADB+ADLS+ADF Integration part2
SESSION-72 Azuresql+ADB+ADLS+ADF Integration part3
SESSION-73 Azuresql+ADB+ADLS+ADF Integration part4