Data Brew by Databricks
Data Brew Season 1 Episode 2: Welcome to Lakehouse
Nov 12, 2020
The podcast discusses the transition to big data, cluster management, and the democratization of data. It explores the challenges of data lakes and introduces Delta Lake as a solution. The concept of a lakehouse paradigm is explored, enabling data-driven enterprises. The podcast also provides advice for building and leveraging lake houses for data science and machine learning.
26:10
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Quick takeaways
- Lakehouse combines benefits of data lakes and data warehouses
- Delta Lake provides ACID transactionality & improved performance for data lakes
Deep dives
The Evolution of Big Data and Computing
Ali Godsey discusses his introduction to computer science and big data, starting with programming on a Commodore 64 and the shift from supercomputers to data centers. He also highlights the emergence of Apache Spark and its impact on managing thousands of machines and data processing at scale.
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