BigQuery ML Courses and Certifications

Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

Train, tune, evaluate, and explain a BigQuery ML XGBoost churn classifier on Google Analytics 4 data, then export and deploy it to Vertex AI for online predictions.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Summarize Text using SQL and LLMs in BigQuery ML

Call Vertex AI large language models from SQL in BigQuery ML to summarize source code from GitHub repositories and identify the programming language used.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Building Demand Forecasting with BigQuery ML

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will build a time series model to forcast demand of multiple products using BigQuery ML. This lab is based on a blog post and featured in an episode of Cloud OnAir.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Predict Taxi Fare with a BigQuery ML Forecasting Model

Explore millions of New York City yellow taxi trips in a BigQuery public dataset, build a fare-prediction model inside BigQuery ML, and evaluate its performance.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Predict Taxi Fare with a BigQuery ML Forecasting Model

In this lab you will explore millions of New York City yellow taxi cab trips available in a BigQuery Public Dataset, create a ML model inside of BigQuery to predict the fare, and evaluate the performance of your model to make predictions.

• Google Skills
• 1 hour
• Self-Paced
• Paid Course

Building Demand Forecasting with BigQuery ML

In this lab you will build a time series model to forcast demand of multiple products using BigQuery ML. This lab is based on a blog post and featured in an episode of Cloud OnAir.

• Google Skills
• 1 hour
• Self-Paced
• Paid Course

Create ML Models with BigQuery ML: Challenge Lab

This challenge lab tests your skills in developing and using machine learning models using BigQuery

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Predict Visitor Purchases with a Classification Model in BigQuery ML

In this lab you will use a newly available ecommerce dataset to run some typical queries that businesses would want to know about their customers’ purchasing habits.

• Google Skills
• 1 hour
• Self-Paced
• Free Online Course

Predict Soccer Match Outcomes with BigQuery ML: Challenge Lab

This challenge lab tests the skills and knowledge gained from the labs in the Predict Soccer Match Outcomes with BigQuery ML skill badge quest.

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

Train and deploy a BigQuery ML XGBoost churn model for batch and Vertex AI online predictions using a real mobile-app dataset.

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Create ML Models with BigQuery ML

Create and evaluate classification and forecasting models in BigQuery ML to make data predictions through hands-on labs.

• Google Skills
• 1 hour 45 minutes
• Self-Paced
• Paid Course

Predict Soccer Match Outcomes with BigQuery ML

Use BigQuery ML and advanced SQL to ingest soccer event data, analyze World Cup goals, and train an expected-goals model.

• Google Skills
• 1 hour 45 minutes
• Self-Paced
• Paid Course

Work with Gemini Models in BigQuery

17 ratings at DataCamp

Work with Gemini AI models directly in BigQuery for advanced analytics.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

Google Cloud Tech

Image Data Classification with BigQuery ML

Implement a classification model using SQL to label Yoga Poses in BigQuery ML, storing and analyzing example images without additional coding.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

GeeCON Conference

Discover BigQuery ML - Building Machine Learning Models with SQL

Explore BigQuery ML to build, train, and deploy machine learning models using SQL for marketing use cases like customer segmentation and purchase prediction.

• YouTube
• 51 minutes
• Self-Paced
• Free Video