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Introduction
Course Introduction
Introduction to Delta Lake
Introduction to Data Lake
Key Features of Delta Lake
Elements of Delta Lake
Introduction to Spark
(Old) Free Account creation in Databricks
(New) Free Account creation in Databricks
Provisioning a Spark Cluster
Basics about notebooks
Dataframes
(Hands On) Create a Delta table
Download Data for the Course
Download Source Code for the Course
(Hands On) Write into a Delta table
(Hands On) Read a table
Schema Validation
(Hands On) Update table schema
Table Metadata
Delete from a table
Update a Table
Vacuum
History
Concurrency Control
Optimistic concurrency control
Migrate Workloads to Delta Lake
Optimize Performance with File Management
Auto Optimize
Optimize Performance with Caching
Delta and Apache Spark caching
Cache a subset of the data
Isolation Levels
Best Practices
FAQ (Interview Question on Optimization) 1
FAQ (Interview Question on Optimization) 2
FAQ (Interview Question on Optimization) 3
FAQ (Interview Question on Auto Optimize) 4
FAQ (Interview Question on Auto Optimize) 5
FAQ (Interview Question) 6
FAQ (Interview Question) 7
FAQ (Interview Question) 8
FAQ (Interview Question) 9
FAQ (Interview Question) 10
FAQ (Interview Question) 11
FAQ (Interview Question) 12
FAQ13
FAQ14
FAQ15
FAQ16
FAQ17
FAQ18
FAQ19