BigQuery ML Courses and Certifications

BigQuery ML - Machine Learning in Google BigQuery using SQL

241 ratings at Udemy

Create Machine Learning models in Google Cloud Big Query using standard SQL. Big query ML course for ML, Data engineers

• Udemy
• 11 hours 4 minutes
• On-Demand
• 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 Cloud Skills Boost
• 1 hour
• On-Demand
• Free Online Course

Applying BigQuery ML's Classification, Regression, and Demand Forecasting for Retail Applications

Learn to predict retail demand, classify customer behavior, and forecast taxi fares using BigQuery ML's advanced features for improved business decision-making and operational efficiency.

• Google Cloud Skills Boost
• 4 hours 15 minutes
• On-Demand
• Paid Course

Predict Soccer Match Outcomes with BigQuery ML

Gain practical sports data science skills using BigQuery ML to analyze soccer data, create predictive models, and evaluate World Cup goals through hands-on SQL and machine learning techniques.

• Google Cloud Skills Boost
• 4 hours 45 minutes
• On-Demand
• 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 Cloud Skills Boost
• 1 hour
• On-Demand
• Paid Course

Applying Machine Learning to your Data with Google Cloud

In this course, we define what machine learning is and how it can benefit your business.

• Pluralsight
• 1 hour 11 minutes
• On-Demand
• Free Trial Available

Applying Machine Learning to your Data with Google Cloud

Learn to leverage Google Cloud's machine learning capabilities, from using pre-trained APIs to building custom models with BigQuery ML, enhancing your business with practical ML applications.

• Pluralsight
• 1 hour 7 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Applying Machine Learning to Your Data with GC - Français

Découvrez le machine learning avec Google Cloud : définitions, API pré-entraînées et création de modèles dans BigQuery. Ateliers pratiques pour maîtriser les concepts clés et appliquer le ML à vos données.

• Coursera
• 10 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Managing Machine Learning Projects with Google Cloud

3661 ratings at Coursera

Learn to lead machine learning projects, from identifying business value to responsible implementation, without technical jargon. Gain practical skills to propose and manage ML initiatives confidently.

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

Introduction to AI and Machine Learning on GC - Português

1 review

Explore recursos de IA e ML no Google Cloud para projetos generativos e preditivos. Aprenda fundamentos, desenvolvimento e soluções com exercícios práticos para aprimorar habilidades em ciência de dados e engenharia de ML.

• Coursera
• 9 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Feature Engineering

1770 ratings at Coursera

Explore feature engineering techniques to enhance ML model accuracy using Vertex AI, BigQuery ML, Keras, and TensorFlow. Learn data preprocessing, feature creation, and advanced practices.

• Coursera
• 8 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning in the Enterprise

1473 ratings at Coursera

Explore enterprise ML workflow, data management, and model building options using Google Cloud tools. Learn custom training, hyperparameter tuning, and best practices for ML development.

• Coursera
• 19 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Smart Analytics, Machine Learning, and AI on Google Cloud

1226 ratings at Coursera

Explore machine learning integration in Google Cloud data pipelines, from AutoML to custom solutions with Notebooks, BigQuery ML, and Vertex AI for enhanced data insights.

• Coursera
• 6 hours 36 minutes
• On-Demand
• Free Online Course (Audit)