Category Archives

Linear Regression

Linear Regression is a machine learning algorithm based on supervised learning. It performs a regression task. Regression models a...

Linear Regression

Linear Regression is a machine learning algorithm based on supervised learning. It performs a regression task. Regression models a...

Mini-Batch Gradient Descent with Python

In machine learning, gradient descent is an optimization technique used for computing the model parameters (coefficients and bias) for...

Mini-Batch Gradient Descent with Python

In machine learning, gradient descent is an optimization technique used for computing the model parameters (coefficients and bias) for...

Stochastic Gradient Descent (SGD)

What is Gradient Descent? Before explaining Stochastic Gradient Descent (SGD), let’s first describe what Gradient Descent is. Gradient Descent...

Stochastic Gradient Descent (SGD)

What is Gradient Descent? Before explaining Stochastic Gradient Descent (SGD), let’s first describe what Gradient Descent is. Gradient Descent...

classification using scikit-learn

Multiclass classification is a popular problem in supervised machine learning. Problem – Given a dataset of m training examples,...

classification using scikit-learn

Multiclass classification is a popular problem in supervised machine learning. Problem – Given a dataset of m training examples,...

Classification vs Regression

Classification and Regression are two major prediction problems which are usually dealt with Data mining and machine learning. Classification...

Classification vs Regression

Classification and Regression are two major prediction problems which are usually dealt with Data mining and machine learning. Classification...

Types of Regression Techniques

When Regression is chosen? A regression problem is when the output variable is a real or continuous value, such...

Types of Regression Techniques

When Regression is chosen? A regression problem is when the output variable is a real or continuous value, such...