← All courses TECHNICAL CERTIFICATIONS · DATABRICKS

Databricks Machine Learning Professional

Adaptive preparation for the Databricks Machine Learning Professional credential. Build applied judgment through focused skill quests, progressive difficulty, immediate feedback, and durable review.

Create permanent account 26 skill quests · 6 challenges each · 26 mastery challenges
Best for
AI and machine-learning professionals
Typical requirements
Advanced production ML
Provider information
Check the official certification page →
CURRICULUM

AI machine learning and data foundations

4 skill quests
01

AI machine learning and data foundations — Foundations

In Databricks Machine Learning Professional work, ai machine learning and data foundations matters because it helps the practitioner identify the intended outcome and governing evidence.

ONE DECISION · Choose the next action that best advances ai machine learning and data foundations — foundations toward the intended outcome.
Not started
02

AI machine learning and data foundations — Applied Practice

In Databricks Machine Learning Professional work, ai machine learning and data foundations matters because it helps the practitioner apply the principle to the current evidence and constraints.

ONE DECISION · Choose the next action that best advances ai machine learning and data foundations — applied practice toward the intended outcome.
Not started
03

AI machine learning and data foundations — Decision Making

In Databricks Machine Learning Professional work, ai machine learning and data foundations matters because it helps the practitioner choose one next action that advances the intended outcome.

ONE DECISION · Choose the next action that best advances ai machine learning and data foundations — decision making toward the intended outcome.
Not started
04

AI machine learning and data foundations — Quality and Escalation

In Databricks Machine Learning Professional work, ai machine learning and data foundations matters because it helps the practitioner check the result against the objective and escalate when evidence requires it.

ONE DECISION · Choose the next action that best advances ai machine learning and data foundations — quality and escalation toward the intended outcome.
Not started
CURRICULUM

Model development and feature engineering

4 skill quests
05

Model development and feature engineering — Foundations

In Databricks Machine Learning Professional work, model development and feature engineering matters because it helps the practitioner identify the intended outcome and governing evidence.

ONE DECISION · Choose the next action that best advances model development and feature engineering — foundations toward the intended outcome.
Not started
06

Model development and feature engineering — Applied Practice

In Databricks Machine Learning Professional work, model development and feature engineering matters because it helps the practitioner apply the principle to the current evidence and constraints.

ONE DECISION · Choose the next action that best advances model development and feature engineering — applied practice toward the intended outcome.
Not started
07

Model development and feature engineering — Decision Making

In Databricks Machine Learning Professional work, model development and feature engineering matters because it helps the practitioner choose one next action that advances the intended outcome.

ONE DECISION · Choose the next action that best advances model development and feature engineering — decision making toward the intended outcome.
Not started
08

Model development and feature engineering — Quality and Escalation

In Databricks Machine Learning Professional work, model development and feature engineering matters because it helps the practitioner check the result against the objective and escalate when evidence requires it.

ONE DECISION · Choose the next action that best advances model development and feature engineering — quality and escalation toward the intended outcome.
Not started
CURRICULUM

Deep learning and neural architectures

3 skill quests
09

Deep learning and neural architectures — Foundations

In Databricks Machine Learning Professional work, deep learning and neural architectures matters because it helps the practitioner identify the intended outcome and governing evidence.

ONE DECISION · Choose the next action that best advances deep learning and neural architectures — foundations toward the intended outcome.
Not started
10

Deep learning and neural architectures — Applied Practice

In Databricks Machine Learning Professional work, deep learning and neural architectures matters because it helps the practitioner apply the principle to the current evidence and constraints.

ONE DECISION · Choose the next action that best advances deep learning and neural architectures — applied practice toward the intended outcome.
Not started
11

Deep learning and neural architectures — Decision Making

In Databricks Machine Learning Professional work, deep learning and neural architectures matters because it helps the practitioner choose one next action that advances the intended outcome.

ONE DECISION · Choose the next action that best advances deep learning and neural architectures — decision making toward the intended outcome.
Not started
CURRICULUM

Generative AI prompts and foundation models

3 skill quests
12

Generative AI prompts and foundation models — Foundations

In Databricks Machine Learning Professional work, generative ai prompts and foundation models matters because it helps the practitioner identify the intended outcome and governing evidence.

ONE DECISION · Choose the next action that best advances generative ai prompts and foundation models — foundations toward the intended outcome.
Not started
13

Generative AI prompts and foundation models — Applied Practice

In Databricks Machine Learning Professional work, generative ai prompts and foundation models matters because it helps the practitioner apply the principle to the current evidence and constraints.

ONE DECISION · Choose the next action that best advances generative ai prompts and foundation models — applied practice toward the intended outcome.
Not started
14

Generative AI prompts and foundation models — Decision Making

In Databricks Machine Learning Professional work, generative ai prompts and foundation models matters because it helps the practitioner choose one next action that advances the intended outcome.

ONE DECISION · Choose the next action that best advances generative ai prompts and foundation models — decision making toward the intended outcome.
Not started
CURRICULUM

Evaluation validation and responsible AI

3 skill quests
15

Evaluation validation and responsible AI — Foundations

In Databricks Machine Learning Professional work, evaluation validation and responsible ai matters because it helps the practitioner identify the intended outcome and governing evidence.

ONE DECISION · Choose the next action that best advances evaluation validation and responsible ai — foundations toward the intended outcome.
Not started
16

Evaluation validation and responsible AI — Applied Practice

In Databricks Machine Learning Professional work, evaluation validation and responsible ai matters because it helps the practitioner apply the principle to the current evidence and constraints.

ONE DECISION · Choose the next action that best advances evaluation validation and responsible ai — applied practice toward the intended outcome.
Not started
17

Evaluation validation and responsible AI — Decision Making

In Databricks Machine Learning Professional work, evaluation validation and responsible ai matters because it helps the practitioner choose one next action that advances the intended outcome.

ONE DECISION · Choose the next action that best advances evaluation validation and responsible ai — decision making toward the intended outcome.
Not started
CURRICULUM

Deployment inference and integration

3 skill quests
18

Deployment inference and integration — Foundations

In Databricks Machine Learning Professional work, deployment inference and integration matters because it helps the practitioner identify the intended outcome and governing evidence.

ONE DECISION · Choose the next action that best advances deployment inference and integration — foundations toward the intended outcome.
Not started
19

Deployment inference and integration — Applied Practice

In Databricks Machine Learning Professional work, deployment inference and integration matters because it helps the practitioner apply the principle to the current evidence and constraints.

ONE DECISION · Choose the next action that best advances deployment inference and integration — applied practice toward the intended outcome.
Not started
20

Deployment inference and integration — Decision Making

In Databricks Machine Learning Professional work, deployment inference and integration matters because it helps the practitioner choose one next action that advances the intended outcome.

ONE DECISION · Choose the next action that best advances deployment inference and integration — decision making toward the intended outcome.
Not started
CURRICULUM

MLOps monitoring and lifecycle management

3 skill quests
21

MLOps monitoring and lifecycle management — Foundations

In Databricks Machine Learning Professional work, mlops monitoring and lifecycle management matters because it helps the practitioner identify the intended outcome and governing evidence.

ONE DECISION · Choose the next action that best advances mlops monitoring and lifecycle management — foundations toward the intended outcome.
Not started
22

MLOps monitoring and lifecycle management — Applied Practice

In Databricks Machine Learning Professional work, mlops monitoring and lifecycle management matters because it helps the practitioner apply the principle to the current evidence and constraints.

ONE DECISION · Choose the next action that best advances mlops monitoring and lifecycle management — applied practice toward the intended outcome.
Not started
23

MLOps monitoring and lifecycle management — Decision Making

In Databricks Machine Learning Professional work, mlops monitoring and lifecycle management matters because it helps the practitioner choose one next action that advances the intended outcome.

ONE DECISION · Choose the next action that best advances mlops monitoring and lifecycle management — decision making toward the intended outcome.
Not started
CURRICULUM

Security governance and business application

3 skill quests
24

Security governance and business application — Foundations

In Databricks Machine Learning Professional work, security governance and business application matters because it helps the practitioner identify the intended outcome and governing evidence.

ONE DECISION · Choose the next action that best advances security governance and business application — foundations toward the intended outcome.
Not started
25

Security governance and business application — Applied Practice

In Databricks Machine Learning Professional work, security governance and business application matters because it helps the practitioner apply the principle to the current evidence and constraints.

ONE DECISION · Choose the next action that best advances security governance and business application — applied practice toward the intended outcome.
Not started
26

Security governance and business application — Decision Making

In Databricks Machine Learning Professional work, security governance and business application matters because it helps the practitioner choose one next action that advances the intended outcome.

ONE DECISION · Choose the next action that best advances security governance and business application — decision making toward the intended outcome.
Not started
Independent preparation content

SkillQuest AI is not affiliated with or endorsed by Databricks. Requirements are based on the user-provided August 25, 2026 snapshot and may change; confirm them with the credential provider. Medical courses are certification preparation—not clinical instruction, a license to practice, or medical advice.