GCP

A collection of 7 posts

If cloud platforms were people (thoughts from a Generative AI) cover image
Cloud Infrastructure,  Generative AI,  AWS,  Azure,  GCP

If cloud platforms were people (thoughts from a Generative AI)

Can you relate to these? As of writing this blog post, I have been really enjoying the new releases in Google’s Gemini AI for both images…

Making Machine Learning predictions from BigQuery Dataform cover image
Cloud Infrastructure,  Data Engineering,  GCP,  Machine Learning,  Python,  Software Engineering

Making Machine Learning predictions from BigQuery Dataform

NFL Touchdown Prediction with Dataform and BigQuery ML This blog post demonstrates how to build an end-to-end ML pipeline using Google Cloud…

The Tale of Two Routes: A Love Story Between BigQuery and Vertex AI for Machine Learning predictions cover image
Cloud Infrastructure,  Data Engineering,  GCP,  Machine Learning,  Python,  Software Engineering

The Tale of Two Routes: A Love Story Between BigQuery and Vertex AI for Machine Learning predictions

This blog post is the first, and probably last where I thought I would see what the Github Copilot VSCode extension could do with writing a…

Converting table schemas from any database to BigQuery for Dataflow cover image
Dataflow,  Data Engineering,  GCP,  BigQuery

Converting table schemas from any database to BigQuery for Dataflow

Why do this? When using Dataflow Google-provided templates for any RDBMS to BigQuery (such as PostgreSQL to BigQuery) the target table in…

KMS encrypted credentials with Dataflow on GCP cover image
Dataflow,  Data Engineering,  GCP,  KMS

KMS encrypted credentials with Dataflow on GCP

Encrypting credentials Google KMS Cloud Key Management Service (Cloud KMS) lets you create and manage encryption keys for use in compatible…

Python Beam and DataFlow to write data to BigQuery with a custom Docker image cover image
Apache Beam,  Data Engineering,  GCP,  BigQuery,  Docker

Python Beam and DataFlow to write data to BigQuery with a custom Docker image

Dataflow build and run Basic example of how to develop an Apache Beam pipeline written in Python that writes data to BigQuery. To then build…

Copying a table from Teradata to Google BigQuery cover image
Teradata,  Data Engineering,  GCP,  BigQuery

Copying a table from Teradata to Google BigQuery

Copying a table from Teradata to Google BigQuery For this demo I will be using a Windows PC including: Teradata Studio Teradata ClearScape…