Tag deep learning

Machine Learning

Linear Regression Program in Python from Scratch

Linear regression is a machine learning algorithm in which a best scalar response is established according to the variables. This scalar has the least error and can be used for prediction tasks. Linear regression works by finding the best values…

Jazib
April 10, 2021

Machine Learning

K Nearest Neighbors Program in Python from Scratch

K-nearest neighbors is a classification algorithm that is used to classify a given test data according to the surrounding data. KNN works by calculating the distance of the test data with all the given data and selecting the first K…

Jazib
April 10, 2021

Machine Learning

Naive Bayes Classification Program in Python from Scratch

Naive Bayes classifiers are a family of “probabilistic classifiers” based on Bayes’ theorem with strong independence between the features. They are among the simplest Bayesian network models and are capable of achieving high accuracy levels. Bayes theorem states mathematically as:P(A|B) = ( P(B|A) * P(A) )/…

Jazib
April 10, 2021