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Build and Deploy Machine Learning Solutions on Vertex AI

Build and Deploy Machine Learning Solutions on Vertex AI

magic_button Machine Learning Model Training Vertex AI AutoML
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8 hours 15 minutes Intermediate universal_currency_alt 21 Credits
Earn the intermediate skill badge by completing the Build and Deploy Machine Learning Solutions with Vertex AI course, where you will learn how to use Google Cloud's Vertex AI platform, AutoML, and custom training services to train, evaluate, tune, explain, and deploy machine learning models.

This skill badge course is for professional Data Scientists and Machine Learning Engineers.

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, and the final assessment challenge lab, to receive a digital badge that you can share with your network.

When you complete this course, you can earn the badge displayed here! 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!

Badge for Build and Deploy Machine Learning Solutions on Vertex AI
Course Info
  • Write and train models locally in a hosted Vertex Notebook
  • Containerize your training code and push it to Google Cloud Artifact Registry
  • Create managed image dataset artifacts for experiment tracking
  • Train a BigQuery ML (BQML) XGBoost classifier
  • Trigger a training job using the Vertex AI Console
  • Create a custom model evaluation component using the KFP SDK
  • Incorporate pre-built KFP components into your pipeline
  • Deploy your trained models to a Vertex Endpoint for online predictions
  • Query your model for online predictions and explanations
Prior to enrolling in this skill badge course, it is recommended that you have prior experience with Python programming as covered in the Google Python Class and that you complete the Machine Learning Crash Course. See the Google Cloud Tech AI Simplified video series for an overview of Vertex AI.
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What do I do when I finish this course?
After finishing this course, you can explore additional content in your learning path or browse the catalog.
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Upon finishing the required items in a course, you will earn a badge of completion. Badges can be viewed on your profile and shared with your social network.
Interested in taking this course with one of our authorized on-demand partners?
Explore Google Cloud content on Coursera and Pluralsight.
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Can I take this course for free?
When you enroll into most courses, you will be able to consume course materials like videos and documents for free. If a course consists of labs, you will need to purchase an individual subscription or credits to be able consume the labs. Labs can also be unlocked by any campaigns you participate in. All required activities in a course must be completed to be awarded the completion badge.