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Demystifying Delta Lake. Data Brew | Season 1 Episode 3
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Delta Lake is an open source storage layer that brings reliability to data lakes. Delta Lake offers ACID transactions, scalable metadata handling, and unifies streaming and batch data processing. It runs on top of your existing data lake and is fully compatible with Apache Spark APIs. For our “Demystifying Delta Lake” session, we will interview Michael Armbrust - committer and PMC member of Apache Spark™ and the original creator of Spark SQL. He currently leads the team at Databricks that designed and built Structured Streaming and Delta Lake.
Data Brew is a new video / podcast series where we explore and debate the evolution of Data + AI. No hype, no spin, just a straight shot of strong opinions from some really smart people.
This is our first season where we will be focusing on lakehouses – combining the key features of data warehouses, such as ACID transactions, with the scalability of data lakes, directly against low-cost object stores.
More on the vidcast here:
Data Brew is a new video / podcast series where we explore and debate the evolution of Data + AI. No hype, no spin, just a straight shot of strong opinions from some really smart people.
This is our first season where we will be focusing on lakehouses – combining the key features of data warehouses, such as ACID transactions, with the scalability of data lakes, directly against low-cost object stores.
More on the vidcast here:
Demystifying Delta Lake. Data Brew | Season 1 Episode 3
From Data Warehousing to Data Lakes in 40 mins. Data Brew | Season 1 Episode 1
Welcome to Lakehouse. Data Brew | Season 1 Episode 2
Tech Talk Series Part One: Engagement Activity Delta Lake
Building the Petcare Data Platform using Delta Lake and 'Kyte': Our Spark ETL Pipeline
Combining Machine Learning and MLflow with your Lakehouse. Data Brew | Season 1 Episode 5
BI on Data Lakes - Making it Real for Retail. Data Brew | Season 1 Episode 4
Building reliable data platform with Spark and Delta lake
Infrastructure for ML. Data Brew | Season 2 Episode 3
Tech Talk | Simon and Denny Build a Thing! Part One
A Thorough Comparison of Delta Lake, Iceberg and Hudi
Live from the Lakehouse: Machine Learning, LLM, Delta Lake, and data engineering
Intro to Delta Lake in R
Building an ML Tool to predict Article Quality Scores using Delta & MLFlow
Tech Talk | Simon and Denny Build a Thing! Part Two
Tech Talk | Simon and Denny Build a Thing! Part Three
Data Collab Lab: Notes from the perf lab with fish and joe
AWS Glue Data Brew Demo
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Advancing Spark - Rethinking ETL with Databricks Autoloader
Data Engineers in Uncertain Times: A COVID-19 Case Study
Apply MLOps at Scale
Demystifying Microsoft Fabric and OneLake With Steve Campbell
Context-aware Fast Food Recommendation with Ray on Apache Spark at Burger King
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