Using a Convolutional Neural Network (CNN) to Classify Images

In this video I do a code walkthrough of a neural network modeling project. This should be what a complete start-to-finish data science modeling analysis looks like. In particular, we look at taking a liver image dataset and building a convolutional neural network to classify a healthy liver and malignant livers.

The dataset can be found here: https://www.kaggle.com/datasets/orvile/annotated-ultrasound-liver-images-dataset
00:00 Introduction and Disclaimer
01:24 Set Up and Dataset
04:12 EDA
04:07 Data Transformation
09:05 Model Set Up
10:16 Convolutional Neural Network
11:32 Modeling: Binary Classification
14:43 Modeling: Multiclass Classification
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#ai #machinelearning #deeplearning #datascience
#coding #codewalkthrough #neuralnetwork #convolutionalneuralnetwork

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Видео Using a Convolutional Neural Network (CNN) to Classify Images канала Machine Learning Learning