Data Preprocessing Steps for Machine Learning & Data analytics
#Pandas #DataPreProcessing #MachineLearning #DataAnalytics #DataScience
Data Preprocessing is an important factor in deciding the accuracy of your Machine Learning model.
In this tutorial, we learn why Feature Selection , Feature Extraction, Dimentionality Reduction are important. We also learn about the famous methods which can be used for the purpose.
Data Preprocessing is a very important step in Data Analytics which is ignored by many. To make your models accurate you have to ensure proper preprocessing as the Machine Learning model is highly dependent on data.
For all Ipython notebooks, used in this series : https://github.com/shreyans29/thesemi...
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