03-data-warehouse

Data Warehouse and BigQuery

• Slides
• Big Query basic SQL

Data Warehouse

• Data Warehouse and BigQuery

Partitoning and clustering

• Partioning and Clustering
• Partioning vs Clustering

Best practices

• BigQuery Best Practices

Internals of BigQuery

• Internals of Big Query

Advanced

ML

BigQuery Machine Learning
SQL for ML in BigQuery

Important links

• BigQuery ML Tutorials
• BigQuery ML Reference Parameter
• Hyper Parameter tuning
• Feature preprocessing

Deploying ML model

• BigQuery Machine Learning Deployment
• Steps to extract and deploy model with docker

Homework

• Homework

Community notes

Did you take notes? You can share them here.

• Notes by Alvaro Navas
• Isaac Kargar's blog post
• Marcos Torregrosa's blog post
• Notes by Victor Padilha
• Notes from Xia He-Bleinagel
• Bigger picture summary on Data Lakes, Data Warehouses, and tooling, by Vera
• Notes by froukje
• Notes by Alain Boisvert
• Notes from Vincenzo Galante
• Add your notes here (above this line)