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Google

Build and Deploy Machine Learning Solutions on Vertex AI

Google via Google Cloud Skills Boost

Overview

Earn a 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 unified Vertex AI platform and its AutoML and custom training services to train, evaluate, tune, explain, and deploy machine learning solutions. This skill badge course is for professional Data Scientists and Machine Learning Engineers. The datasets and labs are built around high business impact enterprise machine learning use cases; these include retail customer lifetime value prediction, mobile game churn prediction, visual car part defection identification, and fine tuning BERT for review sentiment classification. Learners who complete this skill badge will gain hands-on experience with Vertex AI for new and existing ML workloads and be able to leverage AutoML, custom training, and new MLOps services to significantly enhance development productivity and accelerate time to value. 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.

Syllabus

  • Build and Deploy Machine Learning Solutions on Vertex AI
    • Vertex AI: Qwik Start
    • Identify Damaged Car Parts with Vertex AutoML Vision
    • Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions
    • Vertex Pipelines: Qwik Start
    • Build and Deploy Machine Learning Solutions with Vertex AI: Challenge Lab
  • Your Next Steps
    • Course Badge

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