Tag Machine Learning

Machine Learning tutorials

Multiclass Classification

Multiclass classification
Where Binary Classification distinguish between two classes, Multiclass Classification or Multinomial Classification can distinguish between more than two classes. Some algorithms such as SGD classifiers, Random Forest Classifiers, and Naive Bayes classification are capable of handling multiple classes natively. Others…

Next Word Prediction Model

Next word prediction
Most of the keyboards in smartphones give next word prediction features; google also uses next word prediction based on our browsing history. So a preloaded data is also stored in the keyboard function of our smartphones to predict the next…

Binary Classification Model

Binary Classification is a type of classification model that have two label of classes. For example an email spam detection model contains two label of classes as spam or not spam. Most of the times the tasks of binary classification…

WordCloud with Python

Wordcloud with Python
You must have seen a cloud filled with words in a lot of Analysis tasks and machine learning projects. A WordCloud represents the importance of each word in a set of words by analyzing the frequency of terms. In this…

AI Chatbot with Python

An AI Chatbot is one of the most achieved goals in the field of Artificial Intelligence. Today Chatbot can help you in every way from assisting you to order something online to guide you through a Business Plan. Every Brand…

Grid Search for Model Tuning

In this article, I will take you through a very powerful algorithm in Machine Learning, which is the Grid Search Algorithm. It is mostly used in hyperparameters tuning and models selection in Machine Learning. Here I will teach you how…