Natural Language Processing

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New Book: Synthetic Data

Synthetic data is used more and more to augment real-life datasets, enriching them and allowing black-box systems to correctly classify observations or predict values that are well outside of training and validation sets. In addition, it helps understand decisions made by obscure systems such as deep neural networks, contributing to the development of explainable AI. […]

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Advanced Machine Learning with Basic Excel: Simple Alternative to XGBoost

Entitled “Advanced Machine Learning with Basic Excel”, the full version in PDF format is accessible in the “Free Books and Articles” section, here. Also discussed in details with Python code in chapter 2 in my book “Intuitive Machine Learning and Explainable AI”, available here. I discuss ensemble methods combining many mini decision trees, blended with regression, explained in […]

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