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Introduction to DataBricks
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Creating Azure Databricks Workload
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Introduction to Azure Databricks and Creating First Cluster
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Creating Cluster in Databricks community Edition
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Creating First Notebook
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DBFS
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DBFS UI
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Creating Documentation Cell
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Uploading file in DBFS
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Reading File from DBFS
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Reading File _ Creating First DataFrame
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End of Module 1
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Data Manipulation
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Spark Documentation
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Creating PySpark DataFrame using list of Rows
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Creating PySpark DataFrame using explicit schema
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Creating PySpark DataFrame using pandas DataFrame
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Creating DataFrame Ex 1
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Creating DataFrame Ex2
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Creating DataFrame using PySpark Datatypes
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Creating DataFrame Ex3
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Creating DataFrame Ex4
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Transformations
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Documentation on Dataframe functions (Spark)
1:00
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Select-1 & 2
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Select dataframe functions with alias
1:00
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withColumnRenamed
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withColumn
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DataFrame Function-Count
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DataFrame Function-Limit
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Describe DataFrame
2:00
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Dtypes and printschema
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tail() and take() function in databricks
1:00
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Show or Display
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Functions
6:00
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Col, Lit and Concat Functions
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Renaming Column Names
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Select & withcolumn
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Filter
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Filtering Nulls
5:00
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Select & concat
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Sort
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Datagram Function-Sort in Databricks
3:00
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DataFrame Function-Sort with Multiple Column in Databricks
1:00
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DataFrame Function-Drop in Databricks
2:00
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Drop Duplicates
4:00
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Handling Null using dropna or na.drop in Pyspark _Databricks Tutorial for Beginners_Azure Databricks
7:00
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DataFrame Function - Group by & Aggregation
4:00
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Run a Databricks notebook from another notebook
1:00
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Delta Lake
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Introduction to Delta Lake
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Internals of Delta Lake
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Optimize in Delta Lake
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Time Travel in delta lake
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UpSert in Delta Lake
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Z ordering in Delta Lake
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End to End Capstone
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E2E Capstone
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Azure Databricks intro
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Azure Intro and ADLS
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Big Data File Formats
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CSV to delta table 1 & 2
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Jobs in Databricks
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Method I Using Secret Key and Method II Using Service Principal
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Unmount
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Reader and Writer
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Reading Json(Constructor)and Writing into Parquet
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Reading Json(driver)and Writing into Parquet
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Reading CSV with user Schema
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Complex Json
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Reading Excel
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Reading CSV and transforming
16:00
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Creating User Defined Schema
5:00
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Date and Time Stamp Functions
17:00
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Handling Null Values
11:00
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Views
8:00
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Why Create User Defined Schema
6:00
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