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This article discusses the basics of Softmax Regression and its implementation in Python using TensorFlow library.
Softmax regression (or multinomial logistic regression) is a generalization of logistic regression to the case where we want to handle multiple classes.Read More »
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This article is a brief introduction to TensorFlow library using Python programming language.
Introduction
TensorFlow is an open-source software library. TensorFlow was originally developed by researchers and engineers working on the Google Brain Team within Google’s Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well!Read More »
Note: This article has also featured on geeksforgeeks.org .
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.
This article discusses the basics of linear regression and its implementation in Python programming language.
Linear regression is a statistical approach for modelling relationship between a dependent variable with a given set of independent variables.
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This article discusses the theory behind the Naive Bayes classifiers and their implementation.Read More »
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scikit-learn is an open source Python library that implements a range of machine learning, pre-processing, cross-validation and visualization algorithms using a unified interface.Read More »
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For formal definition and applications of machine learning, please refer the articles listed below:
This article discusses the categories of machine learning problems, and terminologies used in the field of machine learning.
Note: This article has also featured on geeksforgeeks.org.
This article covers the sentiment analysis of any topic by parsing the tweets fetched from Twitter using Python.
What is sentiment analysis?
Sentiment Analysis is the process of ‘computationally’ determining whether a piece of writing is positive, negative or neutral. It’s also known as opinion mining, deriving the opinion or attitude of a speaker.
Why sentiment analysis?Read More »
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