Category: Regression Analysis

• Math Heavy Topics in Data Science!

  

  1. Support-vector machine Given a set of training examples, each marked as belonging to one of two categories, an SVM training algorithm builds a model that assigns new examples to one category or the other, making it a non-probabilistic binary linear classifier (although methods such as Platt scaling exist to use SVM in a probabilistic […]

  Chitwan Manchanda

  May 30, 2022

  Algorithms, Data Science, Decision Tree, Libraries, Linear Regression, Machine Learning, Regression, Regression Analysis, Statistics, Supervised Learning

  Data Science, Machine Learning, Mathematics, Python, Regression Analysis, Statistics

• Resources to learn Linear Regression

  

  Linear regression shows the linear relationship between the independent(predictor) variable i.e.Linear regression is a quiet and the simplest statistical regression method used for predictive analysis in machine learning. How a Math equation is used in building a Linear Regression model? Do you know that this one equation helps in building a linear regression model in the machine learning world? Yes, you heard it right.From the school days, we have come across the equation of the straight line.

  Chitwan Manchanda

  May 10, 2022

  Algorithms, Data Analysis, Data Science, Libraries, Linear Regression, Machine Learning, Probability, Python, R, Regression, Regression Analysis, Statistics, Supervised Learning

  Data Science, Linear Regression Model, Machine Learning, Mathematics, Python, R, Regression Analysis, Statistics