Tag: Binary Classification

• Logistic Regression in Machine Learning (from Scratch !!)

  

  Introduction In this blog post, I would like to continue my series on “building from scratch.” I will discuss a linear classifier called Logistic Regression. This blog post covers the following topics, Basics of a classifier Decision Boundaries Maximum Likelihood Principle Logistic Regression Equation Logistic Regression Cost Function Gradient Descent Algorithm After the discussion of […]

  Chitwan Manchanda

  March 12, 2022

  Data Analysis, Data Science, Machine Learning, Python, Statistics, Supervised Learning

  Binary Classification, Data Analysis, Data Science, Logistic Regression, Machine Learning, Mathematics, Probability, Python, Regression Analysis, Statistics

• KNN in Machine Learning (from Scratch !!)

  

  K-Nearest Neighbours: Introduction Birds of a feather flock together. William Turner The above quote perfectly sums up the algorithm that we are going to talk about in this post. KNN stands for K-Nearest Neighbours. It is a simple, easy-to-implement supervised machine learning algorithm that can be used to solve both classification and regression problems. Note: […]

  Chitwan Manchanda

  January 30, 2022

  Machine Learning, Python, Supervised Learning

  Binary Classification, Data Science, k nearest neighbors, KNN, Lazy Algorithm, Machine Learning, Python