Google Cloud Professional Data Engineer Cert Prep: 3 Operationalizing Machine Learning Models
Offered By: LinkedIn Learning
Course Description
Overview
Prepare for the Google Cloud Professional Data Engineer certification exam’s third section, operationalizing machine learning models.
Syllabus
Introduction
- Course overview
- Google Colab with TensorFlow Hub
- Using GCP NLP from the CLI
- PyTorch pretrained model overview
- Demo: PyTorch pretrained model
- Understanding TPUs
- TPUs as part of technology transition
- Getting started with Vertex AI
- Using GCP ML API vision from CLI
- Using the five whys method
- Demo: Load testing with Locust
- MLOps on GCP
- Using Google machine learning courses
- Next steps
Taught by
Noah Gift
Related Courses
Deep Learning with Python and PyTorch.IBM via edX Introduction to Machine Learning
Duke University via Coursera How Google does Machine Learning em Português Brasileiro
Google Cloud via Coursera Intro to Deep Learning with PyTorch
Facebook via Udacity Secure and Private AI
Facebook via Udacity