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    Data driven customer segmentation: Deep dive on segmentation and interpretation

    In the previous article, we described the generic approach to define an actionable data driven customer segmentation. In this article, we will explain in detail the clustering and interpretation steps, focusing on data processing methodologies and data science algorithms.

    2023

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    Data driven customer segmentation: Our approach to actionable segmentation

    Our approach to actionable segmentation

    2023

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    How to avoid GDPR issues using GAN (Generative Adversarial Networks)

    With Big Data development, we have seen in those last decades the emergence of many issues raised by the massive use of data. In particular, personal data protection issues are pervasive for companies that store their customers’ data.

    2023

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    Setting up a large-scale scraping architecture with python

    Understanding how to set up a daily large-scale scraping architecture using hekaflow.

    2023

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    Transform your document base into exploitable structured data

    With Doc Review, upload your documents, ask questions and get answers

    2023

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    Topic Modeling : An end-to-end process for semi-automatic topic modeling from a huge corpus of short texts

    We propose an end-to-end process for applying topic modeling on any business case minimizing the needed human resources. This article follows our previous article about Topic Modeling which presented a detailed benchmark of various topic modeling techniques applied to a specific business case.

    2023

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    A journey to state of the art performances in topic analysis: Topic detection

    This article tackles the methods that are currently most useful to address Topic detection and classification.

    2023

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    AI to automate regulatory analysis

    Analysis of regulatory texts using a Pattern Recognition method in Python

    2023

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    Open data in France, an opportunity for fine-scale prediction

    While AIs continue to break new records, a quieter revolution is taking shape in the Big Data sphere: the open data revolution.

    2023

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