Master Azure Databricks (download torrent)

Master Azure Databricks

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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