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in Machine Learning by (55.6k points)

Can anyone tell me the phases of a Machine Learning project?

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The phases of a Machine Learning project are:

1. Strategy: matching the problem with the solution

2. Dataset preparation and preprocessing

  • Data collection  
  • Data visualization 
  • Labeling
  • Data selection
  • Data preprocessing – Data formatting, Data cleaning, Data anonymization, Data sampling
  • Data transformation –Scaling, Decomposition, Aggregation

3. Dataset splitting – Training set, Test set, Validation set

4. Modeling

  • Model training
  • Model Evaluation and Testing

5. Model Deployment

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Also, watch this video on Machine Learning project:

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