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On the previous episodes, we generically spoke about datasets. However, it's time to address a critical concept in data science and machine learning: the curse of dimensionality. This phenomenon surfaces as we increase the number of features in a dataset, leading to more complex and less intuitive data structures. It presents unique challenges in analyzing and interpreting data, emphasizing the need for careful consideration in high-dimensional spaces. #ai #machinelearning #datascience #mathematics #curseofdimensionality #dimensions Sami Heddid Amine Ben Slama Bouthaina Chaabaoui, Eng., MSc.

Gone with the Dimensions: A Data Scientist's Quest Against the Curse

Gone with the Dimensions: A Data Scientist's Quest Against the Curse

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Fatma Makame

Executive Director, FH Medics | Co-CEO, Na Prints PLC | Innovating Healthcare through Ultrasound Training Healthcare Leader | Ultrasound Training Expert | Driving Clinical Care

8mo

This article definitely throws a lot of technical terms your way, but I have to say, the section on "Vector Space and Dimensionality" really piqued my interest and made me want to learn more. It also got me thinking about the challenges of training AI, especially when it comes to healthcare. The illustration adds to the overall experience, it makes me think of Sherlock Holmes 🧐

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