Google Pro MLE Cert Study Guide

Exam Guide

Professional ML Engineer Exam Guide | Certification | Google Cloud | Learn

• Most (50) questions are case-based (long reading, similar to the Sample Questions)

  • Given a business situation, requirements, and limitations, choose a combination of Google (or open-source) solutions.

• The exam does not directly assess coding skills.

Learning materials

• Official Google Cloud Certified Professional Machine Learning Engineer Study Guide (Sybex Study Guide) : Mona, Mona, Ramamurthy, Pratap

  • This book is NOT from Google, it contains numerous errors in the content as well as in the quizzes.

• Machine Learning Course | Google for Developers

  • This course provides concise explanations of Google services and machine learning in general.

• Rules of Machine Learning: | Google for Developers

• Google Cloud Skills Boost: Machine Learning Engineer Learning Path

Tools

• App Wiley Efficient (additional resource from the Sybex Study Guide)

• App Anki: Help to create and learn your flashcards, using the spaced repetition algorithm

• ChatGPT: Help to remind, summarize, and compare various algorithms and solutions.

How I proceeded

• Answer Sample Questions from Google

• Take the "Assessment Test" in the Sybex Study Guide

• Briefly read the Study Guide. Whenever encountering new terminology

  • Search for it using ChatGPT, from ML materials, or on the internet.

  • Use the app Anki to create flashcards, and review them (almost) daily.

• Use the app Wiley Efficient Learning after finishing each chapter in the study guide.

Assessment Results  using app Wiley Efficient.

Summary

I needed about 50 hours in 3 months to prepare for the exam. I prefer reading over watching videos, so the Sybex Study Guide helped me greatly, but I always needed to check for the latest updates on Google websites.

My certificates.