Google Cloud Professional Machine Learning Engineer Cert Prep: 6 Monitoring, Optimizing, and Maintaining ML Solutions

Offered By: LinkedIn Learning

Course Description

Overview

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Learn about monitoring, optimizing, and maintaining ML solutions in preparation for the Google Professional Machine Learning Engineer certification exam.

Syllabus

Introduction

Overview
Course six key terminology

1. ML Solutions

Data drift explained by naughty child problem
Load testing with Locust
Demo: Auditing via logs
Demo: Logging dashboard
Demo: Cloud web security scanner
Demo: Querying logging output with BigQuery
Demo: Load testing with Rust
Five whys
Using Google Courses
Building Rust HuggingFace Translator
Using PyTorch Rust stable diffusion
Using Rust with PyTorch
Building a CUDA GPU stress test

Conclusion

Next steps

Taught by

Noah Gift

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