Posts by Sakshi Gawande

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Logistic Regression from scratch in Python

By Sakshi Gawande

Classification techniques are used to handle categorical variables. Logistic Regression is a linear classifier which returns probabilities(P(Y=1) or P(Y=0)) as a function of the de.... Read More

Identifying Tweets on Twitter in Python Using Machine Learning

By Sakshi Gawande

We deploy a model that identifies whether a tweet is positive or negative. This is a generalized model and thus can be used for any similar purposes in natural language processing..... Read More

Thompson Sampling for Multi-Armed Bandit Problem in Python

By Sakshi Gawande

We’re going to look at different ways that we can solve the multi-armed bandit problem in Python. Let us first understand what is a multi-armed Bandit. A one-armed bandit is .... Read More