Udemy Earns More, Pays Instructors Less: Class Central Exclusive

Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

LinkedIn Learning

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

via LinkedIn Learning

Go to class Write review

Overview

Coursera Plus Flash Sale: All Certificates & Courses 40% Off. 72 Hours Only!
Grab it
Learn about developing machine learning models in preparation for the Google Professional Machine Learning Engineer certification exam.

Syllabus

Introduction
  • Overview
  • Course four key terminology
1. Building Models
  • Using TensorFlow Playground
  • Overfitting vs. underfitting
  • Selecting the right metrics
2. Training Models
  • Training models with TensorFlow GPU-enabled Docker
  • Fine-tuning raw ingredients Hugging Face
  • Advantages transfer learning
3. Scaling Model Training and Serving
  • Operationalize microservices
  • Monitoring and logging with Rust on Google App Engine
  • Continuous integration Rust with GitHub Actions
  • Demo: Unit testing Rust
  • Demo: GitHub copilot-enabled Rust
  • Setup GCP workstation with Python
  • Demo: Google Cloud Shell
  • Demo: Google Cloud Editor
  • Demo: Google CLI SDK
  • Demo: Google gcloud CLI
  • Demo: Google App Engine Rust Deploy
  • Demo: Google App Engine Golang
Conclusion
  • Next steps

Taught by

Noah Gift

Reviews

4.6 rating at LinkedIn Learning based on 14 ratings

Start your review of Google Cloud Professional Machine Learning Engineer Cert Prep: 4 Developing ML Models

Go to class

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.