"Reading Data" is a series on Python and machine learning for clinicians and medical researchers. We start by acquiring programming skills to build the ability to "read and interpret" your own data.

Abstract: Speech Emotion Recognition (SER) plays a significant role in many applications such as psychology and speech therapy, customer service, as well as human-computer interaction. We serve this ...

A clear understanding of the fundamentals of ML improves the quality of explanations in interviews. Practical knowledge of Python libraries can be a great strength in technical discussions. Knowing ...

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Abstract: The increasing number of breast cancer-related deaths annually underscores the pressing need for improved prediction and diagnostic techniques. Machine learning offers a promising avenue for ...

Dr. James McCaffrey from Microsoft Research presents a full-code, step-by-step tutorial on using the LightGBM tree-based system to perform binary classification (predicting a discrete variable that ...

PyCM is a multi-class confusion matrix library written in Python that supports both input data vectors and direct matrix, and a proper tool for post-classification model evaluation that supports most ...