Applied machine learning
Six days to build a model that answers a real business question, and to know how to measure whether it is good before putting it into service.
- DURATION
- 6 days
- GROUP
- 8 participants max
- PROGRAM
- 6 steps
What you will be able to do
- Turn a business question into a learning problem and build a reliable dataset.
- Prepare data while avoiding data leakage.
- Compare classification and regression models and evaluate them with business metrics.
- Explain a model to non-technical management and monitor it once it is live.
The program
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DAY 1
Framing the business question and building an honest training set.
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DAY 2
Data preparation, data leakage.
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DAY 3
Classification and regression, comparison on a common baseline.
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DAY 4
Evaluation: business metrics, cross-validation, thresholds.
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DAY 5
Explainability and presenting to non-technical management.
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DAY 6
Going live, data drift, monitoring.
Upcoming sessions
No dates are scheduled at the moment. Contact us to be notified of the next one.
Common questions
Yes. We provide a quote and a training agreement that you can submit to your employer or to a funding body.
A VisioDev certificate of completion is awarded at the end of each program, detailing the skills covered.
Every session is also available by video conference, with the same hands-on exercises and access to the recordings.
Yes, for both content and format. Describe your needs and we will build the program.
Other courses
A date that works for you?
Seats go fast on short programs. Reserve yours or compare our other training courses.