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Chapter 3 - Classification Binary Classifier - a classifier capable of distinguishing between 2 classes Stochastic Gradient Descent (SGD) classifier: capable of handling very large datasets efficiently, because SGD deals with training instances inde...
The steps of a machine learning project: Look at the big picture Get the data Discover and visualize the data to gain insights Prepare the data for ML algorithms Select a model and train it Fine-tune your model Present your solution Launch, monitor,...
Now, before I proceed, It must be said that this curriculum was originally adopted by the Paper Club so I take no credit. All I will do is probably add a few adjustments to it. This curriculum is very hands-on, so do not be expecting complex mathem...