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    Choosing a Data-Governance Framework for Your Organization

    What is Data Governance? Data governance refers to the process of managing enterprise data with the aim of making data more accessible, reliable, usable, secure, and...

    Polars - A lightning fast DataFrames library

    We have previously talked about the challenges that the latest SOTA models present in terms of computational complexity. We've also talked about...
    Data Science Python Pandas Parallel Processing

    The Importance of Machine Learning Model Validation and How It Works

    Model validation is a core component of developing machine learning or artificial intelligence (ML/AI). While it’s separate from training and...
    Data Science Model Management Machine Learning Model Development

    MATLAB for Data Science and Machine Learning

    The opportunities to solve problems with the use of data are greater than ever, and as different industries embrace them, the available data has been...
    Data Science Matlab

    Data Exploration with Pandas Profiler and D-Tale

    We all have heard how data is the new oil. I always say that if that is the case, we need to go through some refinement process before that raw oil...
    Data Science Code Data Science Featured Homepage Featured Main Practical Techniques Python Pandas D-Tale EDA

    Explaining black-box models using attribute importance, PDPs, and LIME

    In this article we cover explainability for black-box models and show how to use different methods from the Skater framework to provide insights...
    Data Science Code Homepage Featured Main Machine Learning Python Explainability Deep Learning

    Building a Speaker Recognition Model

    The ability of a system to recognize a person by their voice is a non-intrusive way to collect their biometric information. Unlike fingerprint...
    Data Science Machine Learning Practical Techniques signal processing Python

    Fundamentals of Signal Processing

    Basics of Digital Signal Processing A signal is defined as any physical quantity that varies with time, space or any other independent variables....
    Data Science Practical Techniques signal processing

    Building a Named Entity Recognition model using a BiLSTM-CRF network

    In this blog post we present the Named Entity Recognition problem and show how a BiLSTM-CRF model can be fitted using a freely available annotated...
    Data Science Code Homepage Featured Main Machine Learning Machine Learning Featured Python NLP
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