Advanced

Automated Machine Learning (AutoML)

Use AutoML tools to speed up model development — while keeping validation and judgement in human hands.

1 modules · 3 lessons · about 2 hours of guided content

About this course

Learn when AutoML helps and when it hides problems. Compare AutoML outputs with hand-built baselines, understand what the tools search over, and validate results properly.

What you'll achieve

Explain what AutoML automates and what it doesn't
Run AutoML experiments with proper validation
Compare AutoML models with transparent baselines
Explain and document the selected model

What you'll deliver

Certificate of completion

Prerequisites

• Machine Learning or equivalent

Curriculum

Module 1
AutoML in practiceTools and experiments. · 3 lessons
- How AutoML worksSearch, ensembling and budgets.30 min
- Running and validating AutoML experimentsAvoiding leaderboard illusions.35 min
- Explaining the chosen modelFeature importance and documentation.30 min

Certificate requirements

• Complete every lesson
• Hold an active enrollment

Certificates confirm completion of BDIM training. They are not an academic qualification or professional accreditation.

Request a quote

Tell us whether you are an individual learner, a group or an organization, and your preferred format. Pricing is negotiable.