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Data leakage represents, together with over/underfitting, the main cause of failure of machine learning projects that go into production Data leakage...
We are experiencing a revolution. Artificial intelligence is (finally) making its way into our lives, creating a lot of amazement but also a lot of co ·...
Delving into L1 and L2 regularization techniques in Machine Learning to explain why they are important to prevent model overfitting · Machine Learning is...
A guide to data visualization and some of its core principles · It’s rare to find someone good at effectively communicating the meaning of data. On...
Data science juniors often focus on understanding how libraries like Scikit-Learn, Numpy, and Pandas work. Many MOOCs push a lot on concepts that...
My advice to junior analysts that want to get their hands dirty: don’t ask permission. Do not try to convince. Just do it. · When we have an idea we want...
