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Can You Predict Bee Subspecies?
In this chapter, we will learn how to work with image data and start building models to classify images. Computer vision’s part in data science and data analysis has grown in an exponential way over the years. Some of the most high-profile (with a large number of upvotes and forks, e.g., copying and editing) notebooks on Kaggle are not Exploratory Data Analysis (EDA) notebooks or just EDAs but, instead, notebooks to build models.
In this chapter, we will demonstrate how to use your in-depth data analysis to prepare to build a model, and we will also give you some insights into the process of iteratively refining a model. It will be not for a competition but, instead, for an image dataset. The dataset is the ...
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