BigQuery Courses and Certifications

Create Embeddings, Vector Search, and RAG with BigQuery

Master building RAG pipelines in BigQuery to reduce AI hallucinations through vector search and embeddings, using Gemini and other generative AI models for improved accuracy.

• Coursera
• 2 hours 30 minutes
• On-Demand
• Paid Course

Cloud Composer: Copying BigQuery Tables Across Different Locations

Automate BigQuery table exports from US to Europe using Apache Airflow in Cloud Composer, enabling cross-location data transfer and import.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Troubleshooting Common SQL Errors with BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you use BigQuery to troubleshoot common SQL errors, query the data-to-insights public dataset, use the Query Validator, and troubleshoot syntax and logical SQL errors.

• Coursera
• 50 minutes
• On-Demand
• Paid Course

Summarize Text using SQL and LLMs in BigQuery ML

Explore text summarization and language identification of GitHub repos using Vertex AI Large Language Model and SQL in BigQuery ML.

• Coursera
• 1 hour
• On-Demand
• Paid Course

BigQuery Soccer Data Analytical Insight

Gain deeper analytical insights from soccer event data using BigQuery. Learn sophisticated data analysis techniques to extract meaningful information from datasets.

• Coursera
• 45 minutes
• On-Demand
• Paid Course

Working with JSON, Arrays, and Structs in BigQuery

Explore semi-structured data in BigQuery: ingest JSON, query arrays, troubleshoot datasets, and practice unnesting techniques for efficient data analysis.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Work with Gemini Models in BigQuery

Learn to leverage Gemini models in BigQuery for generative AI tasks, focusing on customer relationship management. Gain hands-on experience with SQL queries and Python notebooks.

• Coursera
• 4 hours 8 minutes
• On-Demand
• Paid Course

Exploring the Public Cryptocurrency Datasets Available in BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab you’ll learn how to use BigQuery to explore the cryptocurrency public datasets now available. This is a challange lab, and you are required to complete some simpl…

• Coursera
• 35 minutes
• On-Demand
• Paid Course

BigQuery Fundamentals for Oracle Professionals

Learn BigQuery fundamentals, architecture, data modeling, security, ingestion, schema optimization, and SQL querying, with comparisons to Oracle for easy transition to Google Cloud's data warehouse solution.

• Coursera
• 5 hours 47 minutes
• On-Demand
• Paid Course

BigQuery Machine Learning using Soccer Data

This is a self-paced lab that takes place in the Google Cloud console. Learn how to use BigQuery ML with soccer shot data to create and use an expected goals model.

• Coursera
• 45 minutes
• On-Demand
• 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
• On-Demand
• Paid Course

BigQuery Fundamentals for Teradata Professionals

Learn BigQuery fundamentals, including resource provisioning, data management, and query optimization, with a focus on transitioning from Teradata to Google Cloud's data warehouse solution.

• Coursera
• 5 hours 47 minutes
• On-Demand
• Paid Course

Getting Started with BigQuery Machine Learning

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn how to use BigQuery to create machine learning models for datasets to create a model that predicts whether a visitor will make a transaction.

• Coursera
• 45 minutes
• On-Demand
• Paid Course

BigQuery: Qwik Start - Console

Learn to query public tables and load sample data into BigQuery using the Google Cloud console, gaining hands-on experience with this powerful data analytics tool.

• Coursera
• 30 minutes
• On-Demand
• Paid Course

BigQuery Soccer Data Ingestion

Explore sports data science by importing soccer data into BigQuery tables. Learn to work with multiple data sources and lay the foundation for advanced analytics.

• Coursera
• 45 minutes
• On-Demand
• Paid Course