Try and practice the latest Databricks : Databricks-Machine-Learning-Associate real questions & answers

Updated: Sep 01, 2026

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Databricks Databricks-Machine-Learning-Associate Exam Overview:

Certification Vendor:Databricks
Exam Name:Databricks Certified Machine Learning Associate Exam
Exam Number:Databricks-Machine-Learning-Associate
Real Exam Qty:45-48
Exam Format:Multiple Choice, Multiple Selection
Passing Score:70%
Available Languages:Brazilian Portuguese, Japanese, Korean, English
Certificate Validity Period:2 years
Related Certifications:Databricks Certified Machine Learning Professional
Databricks Certified Data Engineer Associate
Exam Duration:90 minutes
Exam Price:$200 USD
Sample Questions:Databricks Databricks-Machine-Learning-Associate Sample Questions
Exam Way:Online proctored exam or authorized testing center.
Pre Condition:No formal prerequisite. Databricks recommends at least 6 months of hands-on experience with Databricks Machine Learning, Python, SQL, MLflow, AutoML, Feature Store, and machine learning workflows.
Official Syllabus URL:https://www.databricks.com/learn/certification/machine-learning-associate

Databricks Databricks-Machine-Learning-Associate Exam Syllabus Topics:

TopicDetails
Topic 1
  • Scaling ML Models: This topic covers Model Distribution and Ensembling Distribution.
Topic 2
  • Databricks Machine Learning: It covers sub-topics of AutoML, Databricks Runtime, Feature Store, and MLflow.
Topic 3
  • Spark ML: It discusses the concepts of Distributed ML. Moreover, this topic covers Spark ML Modeling APIs, Hyperopt, Pandas API, Pandas UDFs, and Function APIs.
Topic 4
  • ML Workflows: The topic focuses on Exploratory Data Analysis, Feature Engineering, Training, Evaluation and Selection.

Reference: https://www.databricks.com/learn/certification/machine-learning-associate

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