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Data Pre-Modeling

It is complete tour for Data Processing and Feature Selection before giving it to any Machine Learning Algorithm. It will also have mathematical explanation of the concepts.As you might know about Machine Learning (or some might know some algorithms to…

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What is Support Vector Regression — SVR?

What is Support Vector Regression — SVR?Being in Data Science domain, many of us might be familiar with the “support vector machine” aka SVM but SVR(Support Vector Regression) is quite different as it is a regression algorithm unlike SVM ( as SVM is us…

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Logistic Regression

This is the most commonly known machine learning algorithm after linear regression. Though they are similar in some ways , they differ in their applications. Linear regression is used for predicting outputs which have continuous values whereas logistic…

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Machine Learning : Linear Regression

Machine Learning : Linear RegressionToday, we begin with the most basic algorithm of Machine Learning i.e. Linear Regression.We have already seen the basic working of machine learning and what is meant by regression in our previous blogs.Taking a quick…

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Data Visualisation — making data visible

Data Visualisation — making data visibleVisualizing the dataData visualization is the graphical representation of information and data. By using visual elements like charts, graphs, and maps, data visualization tools provide an accessible way to see an…

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First Step in Machine Learning

Today Machine Learning is one of the most influential, fascinating and powerful technologies around us.Let’s start with the basic 3 words which one should be familiar with:DataInformationKnowledgeImage courtesy : http://www.knowledge-management-tools.n…

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Machine Learning : It’s Types

We have already seen what is Machine Learning in our previous blog.Now let us dive into the types into which one can categorise Machine Learning :Supervised LearningIf we go by the formal definitions,Supervised Learning can be explained as,We are given…

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Components of Learning

COMPONENTS OF LEARNINGaritexit.comHow ML looks like?The learning problem by Yaser Abu-Mostafa(Caltech)Don’t get afraid by the above terms, `Unknown Target Function`, `Final Hypothesis` and othersI’ll help you understand these components in a very easy …

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Machine Learning : An Introduction

Machine Learning : An Introduction‘Machine Learning’ , one of the most trending words you might hear, the moment you step in this technological era.Everyone of us whether knowingly or unknowingly is using this great technology.Don’t you believe me ???L…

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