We know machine learning is so popular in mobile and desktop applications. Therefore we need basic ML skills to follow this trend. By Oguz Kayra.
CreateML is a programming framework, to create apps with ML in IOS, macOS, and IpadOS (Apple Ecosystem). CreateML is facilitating using ML on projects for non-data scientists. ML power can spread many apps.
The article then does a good job explaining:
- Machine learning workflow
- Step by step: Create ML models with CreateML
- Determine your dataset
- Import CreateML and foundation modules
- Create data table with CSV table
- Separating relevant data from DataTable
- Dividing DataTable as test and training
- Creating model and train the model
- Test your regression
- Saving machine learning model
Basically, machine learning workflow is simple, get data, train models with these data, test your model, update your model, use this model in a real application.
You can find code and dataset on author’s GitHub account in this Github repository. Good read!
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