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 How to detect and treat outliers

How to detect and treat outliers

In this article, we are going to understand in-depth and detail about outlier-Statistical and Programming approaches, how to detect and treat outliers so that they won’t screw up the model performance. So read this article till the end, you will…

 Image web scraping using python

Image web scraping using python

Through this post, you will learn how to collect images from Google directly i.e. “image scraping” using python. What is the most important or primary element if you want to solve real world problem using deep learning or machine learning?…

 Basic concepts of Automatic Speech Recognition

Basic concepts of Automatic Speech Recognition

Speech is an integral part of communication. Importance of speech recognition has been increased over the years with advancement of technology. Through this tutorial, you will be able to get familiar with Automatics speech recognition system, necessity of such models,…

 Bias Variance trade off

Bias Variance trade off

To solve the mystery of bias-variance trade off, we need to first understand what is meant by bias and variance in data science. Why it is so important for analysis of machine learning model. Does it create any issue while…

 Regularization Techniques

Regularization Techniques

As you know, literal meaning of regularization is to manage or control things. Machine learning model also demands regularization sometimes. Through this post, you will be able to know about what is regularization in machine learning, why does machine learning…