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The convolutional neural network (CNN) is the most important type of deep learning model. The practical knowledge of CNN is essential to building a successful model. The codes of the CNN model are usually written in Python language which are operated in Jupyter or Google Colab platform. The current chapter discusses the data collection, labelling, data splitting and the building of different CNN models to detect malignancy.

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Practical Examples to Build the Deep Learning Models

  • 章节

  • 发表日期：

    2025年

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  • Pranab Dey

摘要

The convolutional neural network (CNN) is the most important type of deep learning model. The practical knowledge of CNN is essential to building a successful model. The codes of the CNN model are usually written in Python language which are operated in Jupyter or Google Colab platform. The current chapter discusses the data collection, labelling, data splitting and the building of different CNN models to detect malignancy.