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βBetaIntermediatePlanned curriculum

Applied Machine Learning Foundations

Proposed paid curriculum for defining, evaluating, and documenting a small learning task.

Proposed modulesAI & Machine Learning
PEPOINT LEARN
β
ARTIFICIAL INTELLIGENCE
YOUR NEXT STEP

What this course is being designed for.

Proposed paid curriculum for defining, evaluating, and documenting a small learning task.

Proposed learning outcomes

  • Frame a prediction task and establish a baseline
  • Prepare data and prevent evaluation leakage
  • Compare models with task-appropriate measures
  • Document limitations, monitoring needs, and human oversight
THE LEARNING JOURNEY

Planned curriculum

These modules are proposed. Teaching material, fees and dates will be confirmed before the course becomes available.

01
Proposed module

Frame a prediction task and establish a baseline

Planned
02
Proposed module

Prepare data and prevent evaluation leakage

Planned
03
Proposed module

Compare models with task-appropriate measures

Planned
04
Proposed module

Document limitations, monitoring needs, and human oversight

Planned
BEFORE YOU BEGIN

A clear starting point.

  • Review the confirmed course requirements before enrolment.
A LITTLE CLARITY

Learning, with support.

Save private notes, ask a question in your enrolled class and review your quiz feedback. Learn Guide can help you find platform information while you stay on the page.

Read learning FAQs
KNOW SOMETHING WORTH SHARING?

Help someone take their next step.

Teach with Pepoint
FIND YOUR NEXT STEP

What are you curious about?

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