Machine Learning
Choosing the Right Algorithm: It’s Not Always About Deep Learning
There’s a huge trend right now to use deep learning for everything. But honestly? Sometimes a simple Random Forest or even Logistic Regression will do th…
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Machine Learning
Machine Learning
Time Series Forecasting: Predicting the Future
Time series data is everywhere—stock prices, weather, sales. It’s a unique beast because the order matters. You can’t just randomly shuffle your data…
Machine Learning
Transformers: The Architecture That Changed Everything
Before Transformers, we had RNNs and LSTMs, which were slow and had memory issues. Then the 'Attention is All You Need' paper dropped, and everything chang…