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Showing posts with the label Exploratory data analysis data science machine learning data visualisation

What is Exploratory Data Analysis? | Part 1

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What is EDA (Exploratory Data Analysis) In layman terms, EDA is nothing but going through the dataset, identifying the features, how they are related to each other, and how those features will be helpful for you in identifying the target values Now let us try to understand the textbook definition of EDA in Datascience  Exploratory Data Analysis (EDA) is an approach/philosophy for data analysis that employs a variety of techniques to maximize insight into a data set. Techniques used in EDA   Let us step back for a moment and try to understand how we are deciding whether the mobile is good or not and whether the features might satisfy your needs we will check for RAM / MEMORY / CAMERA / DISPLAY SIZE and many more. and with each one, again we will deep dive and analyze the specifications and whether those are sufficient for our usage  Similar to that even in EDA we have a lot of parameters and techniques to implement and check on our dataset and see whether our dataset is in...