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Category Archives: Machine Learning

WordNet is a large lexical database of English. Nouns, verbs, adjectives and adverbs are grouped into sets of cognitive synonyms (synsets), each expressing a distinct… Read More
The process of converting data to something a computer can understand is referred to as pre-processing. One of the major forms of pre-processing is to… Read More
To run the below python program, (NLTK) natural language toolkit has to be installed in your system. The NLTK module is a massive tool kit,… Read More
Pre-requisite: Linear Regression This article discusses the basics of Logistic Regression and its implementation in Python. Logistic regression is basically a supervised classification algorithm. In a… Read More
Machine learning is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed. Machine learning focuses on… Read More
We are given a data set of items, with certain features, and values for these features (like a vector). The task is to categorize those items… Read More
Introduction to SVMs: In machine learning, support vector machines (SVMs, also support vector networks) are supervised learning models with associated learning algorithms that analyze data… Read More
K-Nearest Neighbours is one of the most basic yet essential classification algorithms in Machine Learning. It belongs to the supervised learning domain and finds intense… Read More
This article discusses the basics of linear regression and its implementation in the Python programming language.Linear regression is a statistical method for modeling relationships between… Read More
This article discusses the theory behind the Naive Bayes classifiers and their implementation. Naive Bayes classifiers are a collection of classification algorithms based on Bayes’… Read More
Pre-requisite: Getting started with machine learning scikit-learn is an open-source Python library that implements a range of machine learning, pre-processing, cross-validation, and visualization algorithms using a… Read More
From translation apps to autonomous vehicles, all powers with Machine Learning. It offers a way to solve problems and answer complex questions. It is basically… Read More
As the name suggests, Classification is the task of “classifying things” into sub-categories. But, by a machine! If that doesn’t sound like much, imagine your… Read More
Machine Learning”. Now that’s a word that packs a punch! Machine learning is hot stuff these days! And why won’t it be? Almost every “enticing”… Read More
Introduction Machine learning is one of the most exciting technologies that one would have ever come across. As it is evident from the name, it gives… Read More

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