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Week 6: Ex...
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Week 6: Exploratory Data Analysis (EDA) and Feature Engineering with Google Play Store Dataset

  • Week 6 of the data science journey focuses on Exploratory Data Analysis (EDA) and Feature Engineering using the Google Play Store dataset.
  • EDA involves analyzing and visualizing data to uncover patterns and relationships before modeling, while Feature Engineering improves model performance by creating or transforming features.
  • The Google Play Store dataset includes app details like ratings, reviews, size, installs, and categories. Data cleaning and feature creation are key steps in preparing the dataset.
  • Insights from the analysis include identifying the most popular app category by installs, performing univariate analysis on numerical and categorical features, and answering specific questions based on the clean data.

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