Audio pre-processing for Machine Learning: Getting things right For any machine learning experiment, careful handling of input data in terms of cleaning, encoding/decoding, featurizing are paramoun... (more…)
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Predicting medical chronic conditions with Machine Learning Note - Some parts of this post requires some familiarity with basics of Machine Learning. These terms should be understood in a technical...
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In this first post in a series on how to build a complete machine learning product from scratch, I describe how to setup your project and tooling. (more…)
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Machine learning research has advanced in multiple aspects, including model
structures and learning methods. The effort to automate such research, known as
AutoML, has also made significant progress. However, this progress has largely
focused on the archi... (more…)
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This post will be about helping you understand the basics of the main machine learning task : classification. More specifically, we are going to scratch the surface of linear classification and quickly address non linear classification. I assume some basi... (more…)
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