Logistic Regression in Python from scratch
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Logistic Regression in Python (A-Z) from ScratchClassification is a very common and important variant among Machine Learning Problems. Many Machine Algorithms have been framed to tackle classification (discrete not continuous) problems. Examples of classification based predictive analytics problems are:Diabetic Retinopathy: Given a retinal image, classify the image (eye) as Diabetic or Non-Diabetic.Sentiment Analysis: Given a sentence, analyze the sense of the sentence (for ex. happiness/sadness, praise/insult, etc.)Digit Recognition: Given an image of a digit, recognize the digit (0–9). This is an example of Multi-Class Classification.and many more…Problems 1 and 2 are examples of Binary Classification, where there are only 2 classes, Diabetic/Non-Diabetic and Happiness/Sadness or (...)
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