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February 24, 2023

How to reduce the memory size of Pandas Data frame

How to reduce the memory size of Pandas Data frame

After importing with pandas read_csv(), dataframes tend to occupy more memory than needed. This is a default behavior in Pandas, in order to ensure all data is read properly. It’s possible to optimize that, because, lighter the dataframe, faster will be the operations you do on them later on. So, let’s first check how much …

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ML Modeling - Problem statement and Data description

ML Modeling – Problem statement and Data description

ML modeling is the step where machine learning is used to find patterns in data and use that learned knowledge to predict an outcome. The type of ML modeling we are going to solve in this problem is called ‘Churn Modeling’. Let’s first understand the Churn modeling problem statement and then go over the data …

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Machine Learning A-Z™: Hands-On Python & R In Data Science

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Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science