Expert, guidance for the Google Cloud Machine Learning certification exam. In Google Cloud Certified Professional Machine Learning Study Guide, a team of accomplished Artificial Intelligence (AI) and Machine Learning (ML) specialists delivers an expert roadmap to AI and ML on the Google Cloud Platform based on new exam curriculum. The book walks readers through the Machine Learning process from start to finish, starting with data, feature engineering, model training, and deployment on Google Cloud. It also discusses best practices on when to pick a custom model vs AutoML or pretrained models with Vertex AI platform. All technologies such as Tensorflow, Kubeflow, and Vertex AI are presented by way of real-world scenarios to help you apply the theory to practical examples and show you how IT professionals design, build, and operate secure ML cloud environments.