Analytics Vidhya

AUGUST 13, 2022

This article was published as a part of the Data Science Blogathon. Introduction Outlier detection is one of the widely used methods in any data science project, as its presence can lead to the development of a bad machine learning model. Let’s take a quick scenario of the linear regression problem statement, where suppose you […]. The post Dealing with outliers using the Z-Score method appeared first on Analytics Vidhya.

Machine Learning 270

Machine Learning Data Science Publishing Modeling 270

Analytics Vidhya

AUGUST 13, 2022

This article was published as a part of the Data Science Blogathon. Introduction Suppose you are working in an IT firm as a support desk specialist and receive hundreds of support tickets you have to handle daily. The first task you do with each ticket is to classify it into one of the categories you […]. The post Step-by-step Explanation of Text Classification appeared first on Analytics Vidhya.

Data Science 251

Data Science Publishing Analytics IT 251

Analytics Vidhya

AUGUST 13, 2022

This article was published as a part of the Data Science Blogathon. Introduction We, as a learner, are in the stage of analyzing the data mostly in the CSV format. Still, we need to understand that at the enterprise level, most of the work is done in real-time, where we need skills to stream live data. […]. The post Introduction to Spark Streaming appeared first on Analytics Vidhya.

Data Science 230

Data Science Publishing Enterprise Analytics 230