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Pros & Cons
pros
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Exam Preparation Focus
Customers highly praise this study guide for its focused preparation towards the Google Cloud Certified Professional Machine Learning Engineer exam. The book covers all necessary topics in depth with helpful questions at the end of each chapter and two realistic mock exams.
Google Cloud Ml Services
Customers have a strong positive sentiment towards the book's coverage of Google Cloud Machine Learning services such as Vertex AI and BigQuery ML. They find it an invaluable resource for preparing for the GCP ML certification exam, with additional learning materials being especially helpful.
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Machine Learning Concepts
Customers have mixed opinions about the Official Google Cloud Certified Professional Machine Learning Engineer Study Guide. While some praise its comprehensive coverage of machine learning concepts and efficient study features, others criticize the book for basic mistakes and poorly written content related to ML concepts such as One-Hot Encoding.

Highlights
Quality
Perfect to study for the latest version of the professional ml engineer certification (2024).
The content aligns seamlessly with the latest exam curriculum, making it an effective study companion.
The book provides an overview of general ml concepts engineers need to understand, like feature engineering, data leakage, hype... Read More
There are multiple chapters that dive into the engineering aspects of ml covering model building, security, scaling, and monitoring.
Overview
- How are reviewers describing this item?
hot, such, two and pass. - Our engine has profiled the reviewer patterns and has determined that there is minimal deception involved.
- Our engine has determined that the review content quality is high and informative.
- Our engine has analyzed and discovered that 76.4% of the reviews are reliable.
- This product had a total of 42 reviews as of our last analysis date on Jan 26 2025.
Helpful InsightsBETA
Posted by a reviewer on Amazon
Mostly chapter 8 gave me good understanding of vertex ai of google cloud
Posted by a reviewer on Amazon
First three chapters focus on the basics
Posted by a reviewer on Amazon
Chapter 4 onwards is on google cloud ml concepts
Posted by a reviewer on Amazon
I bought this book in july 24
Posted by a reviewer on Amazon
There are also descriptions of important statistic topics without a lot of extra details you might find in a math text but dont need to know for the exam
Posted by a reviewer on Amazon
Some of that material is at a high level like how to create a model in bigquery ml and some of it is down in the weeds optimization details like suggestions to use the tf
Posted by a reviewer on Amazon
This book was my primary source of preparation for the google pmle certification and was apt
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