Logistic regression is a very common and popularly used supervised classification process. When we have categorical data in our hand to make some prediction we tend to apply logistic regression. Classification is a very popular prediction technique. Almost 70% of real-world prediction problems involve categorical variable and hence amenable to classification. Read about supervised machine ... Read more

As you all know that in today’s world of data explosion, machine learning plays a very crucial role to analyze such a huge amount of data. There are several machine learning algorithms which are making our lives easier to handle large database. Random forest algorithm is one of them and can be regarded as the ... Read more

Support vector regression (SVR) is a kind of supervised machine learning technique. Though this machine learning technique is mainly popular for classification problems and known as Support Vector Machine, it is well capable to perform regression analysis too. The main emphasis of this article will be to implement support vector regression using python. Selecting Python ... Read more

Multiple linear regression(MLR) is also a kind of linear regression but unlike simple linear regression here we have more than one independent variables. Multiple linear regression is also known as multivariate regression. As in real-world situation, almost all dependent variables are explained by more than variables, so, MLR is the most prevalent regression method and ... Read more

Simple linear regression is the most basic form of regression. It is the foundation of statistical or machine learning modelling technique. All advance techniques you may use in future will be based on the idea and concepts of linear regression. It is the most primary skill to explore your data and have the first look ... Read more

If you are reading this article, then you are a Machine Learning enthusiast without any doubt. You must have already gone through the theoretical basics of it and getting impatient to try hand in your first Machine Learning application. Python is the most popular programming language for machine learning. I would suggest that if you ... Read more

If you’ve worked with agricultural data, you’ve faced this situation: you have data on hundreds of farmers, districts, or crop varieties — but no labels. No one has told you which districts are “high performing” or which farmers are “at risk.” You need to find the patterns yourself. That’s exactly what unsupervised machine learning does. ... Read more

The most common type of Machine Learning is Supervised Machine Learning. The nomenclature is due to the fact that the learning process being supervised by the result which is already known. The learning process goes through several iterations. The process continues until the difference between the actual and estimated result comes under an acceptable level.  ... Read more

Machine Learning (ML) has become a buzz word in today’s world. Although we can have its references since the middle of the twentieth century it has gained its popularity during the last few years. Mainly because of its immense capability to explore a large amount of data without the need for any programming and hence ... Read more