BigQuery ML Courses and Certifications

Google Cloud;  New York Institute of Finance

Introduction to Trading, Machine Learning & GCP

847 ratings at Coursera

Explore trading fundamentals, machine learning, and Google Cloud Platform to build quantitative strategies and models using Python, focusing on regression, time series, and neural networks.

• Coursera
• 9 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Innovating with Google Cloud Artificial Intelligence

58 ratings at Coursera

Any business professional or team in an organization interested in learning about artificial intelligence, machine learning, and Google Cloud technology.

• Coursera
• 1 hour 12 minutes
• On-Demand
• Free Online Course (Audit)

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

Fraud Detection on Financial Transactions with Machine Learning on Google Cloud

19 ratings at Coursera

This is a self-paced lab that takes place in the Google Cloud console. Explore financial transactions data for fraud analysis, apply feature engineering and machine learning techniques to detect fraudulent activities using BigQuery ML.

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

Predict Taxi Fare with a BigQuery ML Forecasting Model

Explore NYC taxi data, create a BigQuery ML model to predict fares, and evaluate its performance for accurate fare forecasting.

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

Google Cloud Digital Cloud Leader Cert Prep: 3 Innovating with Google Cloud Artificial Intelligence

72 ratings at LinkedIn Learning

Explore topics related to the AI and ML solutions available through Google Cloud and prepare for the Google Cloud Digital Leader exam.

• LinkedIn Learning
• 37 minutes
• On-Demand
• Free Trial Available

Leveraging Google Cloud Developer and DevOps Tools

41 ratings at LinkedIn Learning

Learn how to get the most out of commonly used tools for developers and DevOps professionals working on the Google Cloud Platform (GCP).

• LinkedIn Learning
• 1 hour 34 minutes
• On-Demand
• Free Trial Available

Machine Learning in the Enterprise

This course encompasses a real-world practical approach to the ML Workflow: a case study approach that presents an ML team faced with several ML business requirements and use cases.

• Pluralsight
• 2 hours 13 minutes
• On-Demand
• Free Trial Available

Feature Engineering

Explore Vertex AI Feature Store, improve ML model accuracy, and master feature engineering techniques using BigQuery ML, Keras, and TensorFlow for enhanced machine learning outcomes.

• Google Cloud Skills Boost
• 1 day
• On-Demand
• Paid Course

Launching into Machine Learning

Explore machine learning fundamentals, from data quality to model optimization, using Vertex AI AutoML and BigQuery ML. Gain practical skills in building, training, and deploying ML models without coding.

• Google Cloud Skills Boost
• 17 hours
• On-Demand
• Paid Course

Machine Learning in the Enterprise

Explore real-world ML workflow through a case study, covering data management, preprocessing, and model building options using Google Cloud tools like AutoML, BigQuery ML, and custom training.

• Google Cloud Skills Boost
• 1 day 8 hours
• On-Demand
• Paid Course

Smart Analytics, Machine Learning, and AI on Google Cloud

Explore machine learning integration in Google Cloud data pipelines, covering AutoML, Notebooks, BigQuery ML, and Vertex AI for enhanced data insights and tailored ML solutions.

• Google Cloud Skills Boost
• 7 hours
• On-Demand
• Paid Course

Vertex Forecasting and Time Series in Practice

Learn to build forecasting solutions using Google Cloud, covering sequence models, time series analysis, and end-to-end workflows with Vertex AI. Gain practical skills through retail use cases and hands-on model development.

• Google Cloud Skills Boost
• 1 day
• On-Demand
• 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 Cloud Skills Boost
• 1 hour
• On-Demand
• Paid Course

BigQuery Machine Learning using Soccer Data

Learn how to use BigQuery ML with soccer shot data to create and use an expected goals model.

• Google Cloud Skills Boost
• On-Demand
• Paid Course