Google Cloud Professional Machine Learning Engineer Cert Prep: 4 Developing ML Models

Course Overview

(Please Note that this content is from LinkedIn Learning)
The Google Professional Machine Learning Engineer certification demonstrates your ability to design, build, and deploy machine learning models for real-world business challenges using Google Cloud technologies. In this fourth course of the certification prep series, instructor Noah Gift covers topics related to machine learning model development. He guides you through building models with TensorFlow, clarifies concepts like overfitting versus underfitting, and explains the selection of appropriate evaluation metrics. Noah also delves into model training, highlighting the advantages of transfer learning. Additionally, you'll learn about scaling model training and serving, including building a microservice and deploying it with Rust on Google App Engine.