其他专业级🤖 AI/ML
Databricks Certified Machine Learning Professional (MLP)
Prepare for the Databricks Machine Learning Professional exam with 54+ practice questions covering MLflow, model deployment, feature engineering, and ML monitoring.
$0
Exam Fee
54
Questions
90m
Exam Duration
70/100
Passing Score
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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
MLflow Experiment TrackingModel Registry & Lifecycle ManagementSparkML Pipeline DevelopmentFeature Store ImplementationDistributed Hyperparameter TuningModel Serving & DeploymentML Pipeline MonitoringData Drift Detection
After preparation
- Pass the Databricks MLP certification exam with confidence
- Master key concepts across all exam domains
- Identify and strengthen weak areas before the exam
Exam details
Exam Code
MLP
Provider
其他认证机构
Duration
90 minutes
Question Count
54 questions
Passing Score
70/100
Validity
3 years
Exam Fee
$0 USD
Question Types
single-choice, multiple-choice
Languages
English
Official Page
Who should take it
Good fit
- ML engineers building scalable ML pipelines on Databricks
- Data scientists deploying production models with MLflow
- AI platform engineers implementing MLOps best practices
- Software engineers transitioning into machine learning roles
Before you start
- 1+ years of ML project experience on the Databricks platform
- Proficiency in Python and ML libraries (scikit-learn, SparkML, XGBoost)
- Working knowledge of MLflow for experiment tracking and model management
- Understanding of feature engineering, model evaluation, and deployment concepts
Study preparation
With hands-on AWS
8-10 weeks
From scratch
12-16 weeks
Daily pace
1-2 hours/day
Learning path preview
3 chapters1
Databricks MLP Exam Overview
40 min2
Databricks
108 min3
Exam Preparation & Practice
100 minCertification comparison
| Databricks MLP | CCDAK | CCFA | |
|---|---|---|---|
| Provider | 其他 | 其他 | 其他 |
| Level | 专业级 | 助理级 | 专业级 |
| Fee | $0 | $150 | $300 |
| Duration | 90 min | 90 min | 90 min |
| Question count | 54 | 60 | 60 |
| Validity | 3 yrs | 2 yrs | 3 yrs |
Study tips and common mistakes
💡
54 题 90 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
⚠️
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
FAQ
Frequently Asked Questions
If you plan to take Databricks MLP, start with real practice.
54+ questions, chapter-by-chapter learning, mock exams, wrong-question review, and AI tutor support live in the exam page.
Go to exam prepFrom $39 · 2 free chapters