Contenu du cours
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Introduction to evaluating machine learning models
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Preparation of data for evaluation
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Classification performance evaluation
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Evaluating regression performance
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Diagnosing performance issues
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Performance improvement techniques
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Evaluation and continuous improvement
Description
The “Evaluation and improvement of machine learning model performance” training is designed for professionals wishing to deepen their knowledge of evaluating and improving the performance of machine learning models. Participants will learn essential methodologies and techniques for evaluating the effectiveness of an existing model, identifying potential problems, and implementing improvements. This training offers a practical and interactive approach, allowing participants to acquire the skills necessary to optimize their machine learning models.
NB : Training distributed in Français
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