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Episode 24: From Actuarial Science to Machine Learning with Mael Fabien

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Internship Experience in Data Science and Projects in Text Transformation, Data Engineering, and Machine Learning

The chapter covers the speaker's internship at a Paris-based startup focusing on data science to create a smart Excel-like product for business users. It discusses projects involving text transformation, data engineering with Cassandra architecture for a global events database, and machine learning applications including language recognition and French traffic accident data visualization. Additionally, it explores the development of a text classification library for few-shot learning using pre-trained embeddings and neural networks.

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