Practical Machine Learning for AI: Foundational Skills and Experiments
Practical Machine Learning for AI: Foundational Skills and Experiments is a £39 intermediate-level course from FutureLearn, typically completed in 6 hrs (around 6 study hours).
- Price
- £39
- Duration
- 6 hrs
- Level
- Intermediate
- Study hours
- 6 hours
- Provider
- FutureLearn
About this course
A hands-on introduction to practical machine learning for AI engineers. You will understand core ML concepts, preprocess data, run simple ML experiments, recognise bias and data ethics issues, and apply ML concepts to small AI projects — building the practical experimentation mindset every AI engineer needs.
What you will be able to do
- Train and evaluate models on a prepared dataset
- Complete assessed work that evidences competence to an awarding standard
- Analyse model errors, bias and overfitting
- Assemble portfolio evidence you can explain and defend at interview
Highlights
- Understand and apply core ML concepts in practice
- Preprocess and prepare datasets for ML experiments
- Run and evaluate simple ML experiments with real data
- Recognise bias and data ethics issues in ML projects
- Apply ML concepts to build small-scale AI prototypes
Questions people ask
How much does Practical Machine Learning for AI: Foundational Skills and Experiments cost?
Practical Machine Learning for AI: Foundational Skills and Experiments costs £39 through FutureLearn. Prices are checked against the provider's UK listing and can change.
How long does Practical Machine Learning for AI: Foundational Skills and Experiments take?
The provider lists 6 hrs. That works out at roughly 6 study hours in total.
Is Practical Machine Learning for AI: Foundational Skills and Experiments suitable for beginners?
It is pitched at intermediate level, so some prior experience helps.
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