Google Cloud Skills Boost

Create ML Models with BigQuery ML

7 hours Fundamental universal_currency_alt 9 Credits
Earn a skill badge by completing the Create ML Models with BigQuery ML quest, where you learn how to use BigQuery ML to: create machine learning models, create a classification model, create a forecasting model, and implement a chatbot using Dialogflow for dynamic real-time responses.

A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete this skill badge quest, and the final assessment challenge lab, to receive a skill badge that you can share with your network.

Badge for Create ML Models with BigQuery ML

When you complete this activity, you can earn the badge displayed above! View all the badges you have earned by visiting your profile page. Boost your cloud career by showing the world the skills you have developed!

  • Lab

    Getting Started with BigQuery Machine Learning

    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.

  • Lab

    Predict Visitor Purchases with a Classification Model in BQML

    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.

  • Lab

    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.

  • Lab

    Bracketology with Google Machine Learning

    In this lab you use Machine Learning (ML) to analyze the public NCAA dataset and predict NCAA tournament brackets.

  • Lab

    Integrating BigQuery ML with Dialogflow ES Chatbot

    In this lab you will train a simple machine learning model for predicting helpdesk response time using BigQuery Machine Learning.

  • Lab

    Create ML Models with BigQuery ML: Challenge Lab

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

  • info
    Quest Info
    Prerequisites
    Prior to enrolling in this skill badge quest, it is recommended complete the BigQuery Basics for Data Analysts quest.
    Available languages
    English, português (Brasil), español (Latinoamérica), français, and 日本語
    What do I do when I finish this quest?
    After finishing this quest, you can explore additional content in your learning path or browse the learning catalog.
    What badges can I earn?
    Upon finishing a quest, you will earn a badge of completion. Some quests test your ability to apply your knowledge via a final assessment challenge lab. For these quests, you will receive a skill badge. Badges can be viewed on your profile and shared with your social network.