In this article we will look at saving and loading a machine learning model. We will learn two ways of doing this. Solving a problem using machine learning consists of two steps. The first step is training your model using your training dataset and the second step is to ask your questions to the […]
In this article we are going to look at gradient descent and cost function in Python programming language. Mean Squared Error (MSE) In our school days we used to solve linear equations. For example consider the linear equation y=2x+3. For given x values, [1,2,3,4,5] we can calculate y values as [5,7,9,11,13]. Subscribe to our monthly newsletter. […]
In this article we will look at linear regression with multiple variables also called as multiple regression along with Python code. Let’s use another dataset which is a variation of the dataset used in our simple linear regression article. Download the modified house price dataset. The data is as shown below. Subscribe to our […]
In this article we will look at what is simple linear regression, the math behind it and then see hands-on implementation of simple linear regression in Python language. Let’s see how to predict home prices using a machine learning technique called simple linear regression. By simple we mean single variable regression. Regression is a […]
In this article we will look at what is machine learning, what is deep learning and some real world applications of machine learning. Source: readspeaker.ai Subscribe to our monthly newsletter. Get notified about latest articles, offers and contests. Email address: Leave this field empty if you’re human: Introduction First let’s talk about at what […]