36 Data Preparation

The Machine Learning Workflow with Vertex AI 5 The Machine Learning Workflow with Vertex AI // Big Data and Machine Learning Fundamentals ● Vertex AI introduction, Vertex AI documentation, Vertex AI features - https://cloud.google.com/vertex-ai#section-5 ● AutoML beginner's guide, AutoML model types - https://cloud.google.com/vertex-ai/docs/beginner/beginners-guide ● Training an AutoML model using the Cloud Console - https://cloud.google.com/vertex-ai/docs/training-overview#automl ● Vertex AI: Preparing data - https://cloud.google.com/vertex-ai/docs/training-overview ● Classification: Precision and Recall - https://developers.google.com/machine-learning/crash-course/classification/precision-and-recall ● MLOps: Continuous delivery and automation pipelines in machine learning- https://cloud.google.com/architecture/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning#mlops_level_1_ml_pipeline_automation