Introduction to DataBricks
1
Creating Azure Databricks Workload
2
Introduction to Azure Databricks and Creating First Cluster
3
Creating Cluster in Databricks community Edition
4
Creating First Notebook
5
DBFS
6
DBFS UI
7
Creating Documentation Cell
8
Uploading file in DBFS
9
Reading File from DBFS
10
Reading File _ Creating First Data Frame
11
End of Module 1
Data Manipulation
1
Spark Documentation
2
Creating PySpark DataFrame using list of Rows
3
Creating PySpark DataFrame using explicit schema
4
Creating PySpark DataFrame using pandas DataFrame
5
Creating DataFrame Ex 1
6
Creating DataFrame Ex2
7
Creating DataFrame using PySpark Datatypes
8
Creating DataFrame Ex3
9
Creating DataFrame Ex4
Transformations
1
Select
2
withColumnRenamed
3
withColumn
4
Col, Lit and Concat Functions
5
Renaming Column Names
6
Select & withcolumn
7
Filter
8
Select & concat
9
Sort
Delta Lake
1
Introduction to Delta Lake
2
Internals of Delta Lake
3
Optimize in Delta Lake
4
Time Travel in delta lake
5
UpSert in Delta Lake
6
Z ordering in Delta Lake
End to End Capstone
1
E2E Capstone
2
Azure Databricks intro
3
Azure Intro and ADLS
4
Big Data File Formats
5
CSV to Delta Table
6
Jobs in Databricks
7
Method Using Secret Key and Service Principal
8
Unmount
Reader and Writer
1
Reading Json(Constructor)and Writing into Parquet
2
Reading Json(driver)and Writing into Parquet
3
Reading CSV with user Schema
4
Complex Json
5
Reading Excel
6
Reading CSV and transforming
7
Creating User Defined Schema
8
Date and Time Stamp Functions
9
Handling Null Values
10
Views
11
Why Create User Defined Schema
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