Ilaria is a Data Scientist passionate about the world of Artificial Intelligence. She loves applying Data Mining and Machine Learnings techniques, strongly believing in the power of Big Data and Digital Transformation.
Tips and tricks to find out efficient and fast ways to read and parse a big JSON file in Python using real-world application
Does removing constant features affect model performance? Find out with our real-world Learning to Rank application
Query-level features and under-sampled queries, how to handle them? Find it out, with our new Learning to Rank implementations
This blog post aims to illustrate how to generate the query Id and how to manage the creation of the Training Set
This blog post is about several analysis on a LTR model and its explanation using the open source library SHAP
This blog post aims to illustrate step by step a Learning to Rank project on a Daily Song Ranking problem using open source libraries.
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