> For the complete documentation index, see [llms.txt](https://academy.pentaho.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://academy.pentaho.com/pdi-developer-path-sandbox/speciality-courses/machine-learning.md).

# Machine Learning

REPLACE-ME — one line on what the Machine Learning speciality covers.

## Machine Learning

{% hint style="warning" %}
**REPLACE-ME — this page is scaffolding, not authored content.**

A Speciality course: standalone, for experienced pipeline developers. The course name is as supplied; everything below needs its real content.
{% endhint %}

<p align="center"><i class="fa-brain-circuit">:brain-circuit:</i></p>

<h2 align="center">Machine Learning</h2>

<p align="center">REPLACE-ME — one-line positioning: what problem this course solves, for whom.</p>

{% columns %}
{% column %}

<p align="center"><i class="fa-file-lines" style="color:green;">:file-lines:</i><br><strong>REPLACE-ME</strong><br><em>lessons</em></p>
{% endcolumn %}

{% column %}

<p align="center"><i class="fa-flask" style="color:orange;">:flask:</i><br><strong>REPLACE-ME</strong><br><em>hands-on workshops</em></p>
{% endcolumn %}

{% column %}

<p align="center"><i class="fa-clock" style="color:cyan;">:clock:</i><br><strong>REPLACE-ME</strong><br><em>hours</em></p>
{% endcolumn %}
{% endcolumns %}

{% hint style="success" icon="cloud-arrow-up" %}
Every workshop is hands-on and runs on Pentaho's hosting platform. The Lab Guide is embedded in each lab and loads automatically when you open it — nothing to install.
{% endhint %}

***

### What's needed to complete this page

Level 1 — Practitioner is the reference for shape and detail.

<table><thead><tr><th width="230">Input</th><th>Notes</th></tr></thead><tbody><tr><td><strong>Positioning line</strong></td><td>One sentence — the problem this course solves and who takes it</td></tr><tr><td><strong>Prerequisite</strong></td><td>Experience assumed, or a formal PDI Developer level?</td></tr><tr><td><strong>Module list</strong></td><td>Module titles in order, each with its lesson count and description</td></tr><tr><td><strong>Lesson list</strong></td><td>Per module: titles, workshop-or-reading, and durations</td></tr><tr><td><strong>What you'll learn</strong></td><td>Can be derived from the module descriptions</td></tr><tr><td><strong>What you'll build</strong></td><td>The concrete artefact a learner finishes with, if there is one</td></tr><tr><td><strong>Level 3 credit</strong></td><td>Does this course count towards Level 3 — Professional?</td></tr></tbody></table>

***

### What you'll learn

REPLACE-ME

***

### Course outline

REPLACE-ME

***

### Exam & certification

REPLACE-ME

***

<p align="center"><a href="/pdi-developer-path-sandbox/pdi-developer.md" class="button secondary" data-icon="arrow-left">Back to the PDI Developer path</a></p>


---

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