Machine Learning

A collection of 3 posts

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…

GCP Serverless prediction service using Cloud Run from a Vertex AI model cover image
Cloud Infrastructure,  MLOps,  Machine Learning,  Python

GCP Serverless prediction service using Cloud Run from a Vertex AI model

Deploying ML Models on Cloud Run: From Placeholder to Production This guide walks through deploying a machine learning model on Google Cloud…