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  1. DataOps

Data Platforms

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Last updated 11 months ago

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Databricks

  1. DB Learning Library

  1. RDD vs Dataframe vs Dataset

  2. Optimizations

  3. Best Practices

DB

(good) - cluster / notebook / table / SQL / DataFrame / connections

Free courses
Docs Optimization recommendations
Comprehensive Guide to Optimize Databricks, Spark and Delta Lake Workloads
Vector Search
for ML
DB for Data Engineering
Introduction & Tutorial
must know 7 concepts
2016 official blog post
linkedin blog post
comparison on youtube
RDDs vs. Dataframes vs. Datasets – What is the Difference and Why Should Data Engineers Care?
Optimization recommendations on Databricks
Comprehensive Guide to Optimize Databricks, Spark and Delta Lake Workloads
How I Use Caching in Databricks to Increase Performance and Save Costs
Why and How: Partitioning in Databricks
official docs
Databricks is ACID