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ABN 26621887572

Certifications/GCP/GCP Machine Learning Engineer
GCP专业级🤖 AI/ML

Google Cloud Certified - Machine Learning Engineer

验证您设计、构建和生产化机器学习模型的能力。GCP 机器学习工程师认证(旧版)。

Start PracticeBrowse Learning Path
60
Questions per exam
172
Question bank total
120m
Exam Duration
70/100
Passing Score
$200
Exam Fee

At a glance

172 questions
Best for机器学习工程师和数据科学家, AI/ML 解决方案架构师
Prep pace8-10 weeks with experience
Course pack8 chapters · 55 hours
Learner signal0 enrolled · 0/5
Exam Guide

What this certification covers

This page is structured for quick scanning first: exam format, fit, prep time, and the actual study scope.

You will work with

Vertex AIBigQuery MLTensorFlowAutoMLAI PlatformDataflowCloud StoragePub/SubKubeflowMLOps

After preparation

  • 获得 Google Cloud 官方机器学习工程师认证
  • 掌握 GCP ML 解决方案的设计与实现
  • 具备端到端 ML 流水线构建能力
  • 能够优化和监控生产环境中的 ML 模型

Exam details

Exam Code
MLE
Provider
Google Cloud Platform
Duration
120 minutes
Question Count
60 questions
Passing Score
70/100
Validity
2 years
Exam Fee
$200 USD
Question Types
Single choice, Multiple select
Languages
English, 日本語
Official Page
Open AWS page

Who should take it

Good fit

  • 机器学习工程师和数据科学家
  • AI/ML 解决方案架构师
  • 希望验证 GCP ML 能力的工程师
  • 从事 MLOps 的 DevOps 工程师
  • 希望转型 ML 方向的软件工程师

Before you start

  • 3 年以上 ML 或相关行业经验(含 1 年以上 GCP 实践)
  • 熟悉机器学习基础概念和常用算法
  • 了解数据处理、特征工程和模型评估
  • 具备 Python 编程能力

Study preparation

With hands-on AWS

8-10 weeks

From scratch

12-16 weeks

Daily pace

1-2 hours/day

Learning path preview

8 chapters
1
MLE 考试概述与备考指南
45 min
2
ML 问题定义与架构设计
120 min
3
数据准备与处理
150 min
4
ML 模型开发
150 min
5
ML 流水线自动化与编排
140 min
6
ML 解决方案监控与优化
120 min
+ 2 more chapters inside the full path

Certification comparison

GCP Machine Learning EngineerGCP Associate Cloud EngineerGCP Associate Data Practitioner
ProviderGCPGCPGCP
Level专业级助理级助理级
Fee$200$125$200
Duration120 min120 min120 min
Questions per exam605055
Validity2 yrs2 yrs2 yrs

Study tips and common mistakes

💡

60 题 120 分钟,平均每题 2 分钟,合理分配时间

💡

及格分 70/100,不确定的题先标记跳过,回头再做

💡

排除法非常有用 — 先排掉明显错误的选项,剩下的再分析

💡

多选题会告诉你选几个,仔细看题目要求

⚠️

没有读完所有选项就选答案 — 题目经常有"最佳"答案和"正确但不最佳"的干扰项

⚠️

备考只刷题不理解原理 — 考试场景题需要理解底层概念

⚠️

忽略时间管理 — 在难题上卡太久,导致后面简单题没时间做

Frequently Asked Questions

If you plan to take GCP Machine Learning Engineer, start with real practice.

172 questions, chapter-by-chapter learning, mock exams, wrong-question review, and AI tutor support live in the exam page.

Go to exam prep

From $39 · 2 free chapters

Student reviews

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$20055 questions120 min

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GCP · 专业级
$20060 questions120 min

GCP Professional Cloud Database Engineer

GCP · 专业级
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EXAM PREP

GCP Machine Learning Engineer Question Bank

Chapter-by-chapter learning + mock exams + AI tutor

172
Questions
8
Chapters
55h
Study
AI
Tutor
  • First 2 chapters free
  • Real exam format mock tests
  • AI-powered wrong answer review
  • Chapter progress tracking
From $39
Start Practice Now

Prep snapshot

Study chapters8
Practice questions172
Estimated hours55h

What is inside

  • 8 个系统化学习章节,覆盖 ML 全流程
  • 170+ 精选练习题,每题附详细解析
  • 仿真模拟考试(50 题/120 分钟)
  • 错题本 + 智能复习,薄弱环节针对性突破
  • 学习进度可视化追踪