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Lecture 10 of 24

Schema management and evolution

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Section 1: Introduction2 videos

What you should know

1m

Apache Iceberg and big data

1m
Section 2: Getting Started with Apache Iceberg7 videos

Role of Iceberg in modern data architecture

3m

Apache Iceberg introduction

2m

Setting up your Iceberg environment on Databricks

5m

Key features and advantages

2m

Challenge Create an Iceberg table

1m

Creating your first Iceberg table Practical

8m

Solution Create an Iceberg table

1m
Section 3: Deep Dive into the Core Concepts of Iceberg7 videos

Iceberg table structure and metadata

3m

Schema management and evolution

4mNow Playing

Implement schema changes

6m

Partitioning in Iceberg

4m

Implementing partitioning

6m

Challenge Change the table schema

1m

Solution Change the table schema

1m
Section 4: Advanced Data Management with Apache Iceberg3 videos

Implementing time travel

5m

Transactional data operations and concurrency control

2m

Time travel and snapshot management

3m
Section 5: Optimizing and Scaling with Apache Iceberg4 videos

Optimizing file layout and size for performance

3m

Advanced catalog integration

1m

Performance tuning strategies

4m

Iceberg alternatives

4m
Section 6: Conclusion1 videos

Next steps

1m