Session1:
ADB_Session1_Apache Spark Introduction
Session2:
ADB_Session2_Apache Spark Architecture
Session3:
ADB_Session3_Apache Spark_DriverNode Internals
Session4:
ADB_Session4_Apache Spark_Worker Node Internals
Session5:
ADB_Session5_Azure Databricks Introduction
Session6:
ADB_Session6_Create Azure Databricks Workspace
Session7:
ADB_Session7_Create Azure Databricks All-Purpose Cluster
Session8:
ADB_Session8_Databricks All-Purpose Cluster_Databricls Pools_Spot Instances
Session9:
ADB_Session9_RDD(Reslient Distributed Dataset)_Introduction
Session10:
ADB_Session10_RDD_Types of Operations_Types of Transformations
Session11:
ADB_Session11_Introduction To Databricks Utilities(dbutils Module)
Session12:
ADB_Session12_Databricks File System Utility_Commands
Session13:
ADB_Session13_Creation of Structured API_DataFrame
Session14:
ADB_Session14_Creation of DataFrame_Schemas
Session15:
ADB_Session15_Data Ingestion_Azure BlobStorage
Session16:
ADB_Session16_Data Ingestion_Mount Azure BlobStorage To DBFS
Session17:
ADB_Session17_Data Ingestion_Direct Access to Azure BlobStorage Using Account Key
Session18:
ADB_Session18_Azure Blob Storage_ABFS_Account Access Keys_Direct Access
Session19:
ADB_Session19_ADLS Gen2_ABFS_OAuth2.0 with Azure Service Principal
Session20:
ADB_Session20_ADLS Gen2_ABFS_Access Key_SAS Token
Session21:
ADB_Session21_Azure SQL Database_Data Ingestion
Session22:
ADB_Session22_Reading CSV Files_User Defined Schema
Session23:
ADB_Session23_Reading_SingleLine_MultiLine_Simple JSON Files
Session24:
ADB_Session24_Reading_MultiLine_Complex JSON Files
Session25:
ADB_Session25_PySpark_Explode Function_Array_Map
Session26:
ADB_Session26_Reading_Writing_XML File formats
Session27:
ADB_Session27_Reading_Writing_Excel File formats
Session28:
ADB_Session28_Reading_Writing Data _Snowflake
Session29:
ADB_Session29_Reading_Writing Data _Azure Synapse Dedicated SQL Pool
Session30:
ADB_Session30_Batch ETL Processing
Session31:
ADB_Session31_Batch ETL Processing
Session32:
ADB_Session32_Batch ETL Processing_Replace Nulls with Literals
Session33:
ADB_Session33_Batch ETL Processing_GroupBy_Aggregation Processing
Session34:
ADB_Session34_Batch ETL Processing_GroupBy_Aggregation Processing
Session35:
ADB_Session35_Batch ETL Processing_PySpark_Join Types
Session36:
ADB_Session36_Batch ETL Processing_PySpark_Union_UnionAll
Session37:
ADB_Session37_Batch ETL Processing_PySpark_Distinct_DropDuplicates Methods
Session38:
ADB_Session38_Spark Structured Streaming API
Session39:
ADB_Session39_Data Lake Introduction
Session40:
ADB_Session40_Delta Lake Introduction
Session41:
ADB_Session41_Delta Lake Features_BigData File Formats
Session42:
ADB_Session42_Delta Lake Creation
Session43:
ADB_Session43_Create Delta Table
Session44:
ADB_Session44_Create Delta Table__Spark SQL
Session45:
ADB_Session45_Delta Lake Table_PySpark_DataFrame
Session46:
ADB_Session46_Delta Lake_OPTIMIZE and ZORDER_Performance Optimization
Session47:
ADB_Session47_Delta Lake_Delta Cache
Session48:
ADB_Session48_Delta Table Instance
Session49:
ADB_Session49_Create Database_SparkSQL
Self-paced Video Learning Assignments :
Assignment1:
ADB_Assignment1_Introduction To Distributed Computing
Assignment2:
ADB_Assignment2_Data Parallel Parocessing using MapReduce Paradigm
Assignment3:
ADB_Assignment3_Data Parallel Parocessing using MapReduce and Spark Paradigm
Assignment4:
ADB_Assignment4_Apache Spark Introduction
Assignment5:
ADB_Assignment5_Apache Spark Architecture
Assignment6:
ADB_Assignment6_Apache Spark_DriverNode Internals
Assignment7:
ADB_Assignment7_Apache Spark_Worker Node Internals
Assignment8:
ADB_Assignment8_RDD(Reslient Distributed Dataset)_Introduction
Assignment9:
ADB_Assignment9_Create RDD Using Parallelize Method
Assignment10:
ADB_Assignment10_Create Plain or Generic RDD
Assignment11:
ADB_Assignment11_Create Plain RDD_Paired RDD
Assignment12:
ADB_Assignment12_Spark Low Level API's vs Structured API's
Assignment13:
ADB_Assignment13_Databricks Widgets Utility
Assignment14:
ADB_Assignment14_Databricks Widgets Utility Using Python Functions
Assignment15:
ADB_Assignment15_Python Functions
Assignment16:
ADB_Assignment16_Python Dictionaries_Functions_Widgets
Assignment17:
ADB_Assignment17_Access Azure Blob Storage_WASBS_ABFS Drivers
Assignment18:
ADB_Assignment18_Azure Blob Storage_WASBS_Account Access Key_SAS Token_Mount Point
Assignment19:
ADB_Assignment19_Azure Blob Storage_WASBS_Account Access Key_Direct Access
Assignment20:
ADB_Assignment20_Azure Blob Storage_WASBS_SAS Token_Direct Access
Assignment21:
ADB_Assignment21_Reading TSV Files_User Defined Schema
Assignment22:
ADB_Assignment22_Reading Single_Double_PIPE Delimited Files
Assignment23:
ADB_Assignment23_Reading_Multiple_Different_Delimiter CSV Files
Assignment24:
ADB_Assignment24_Apache Spark_Create Database_Create Global Tables
Assignment25:
ADB_Assignment25_Apache Spark_Create Database_Create Global Tables
Assignment26:
ADB_Assignment26_Apache Spark_Create Database_Create Global Tables_Local Tables
