ai
All the articles in category "ai".
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[AI] 卷積神經網路
cnn convolutional-neural-network image-classificationIntroduction to CNN
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[AI] 機器學習的流程
machine-learning-workflow model-deployment data-labelingThe flow of machine learning
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[AI] 提高普適化能力
generalization feature-engineering early-stoppingHow to enhance the generalization ability of the model
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[AI] 提升模型的表現
model-tuning learning-rate overfittingHow to enhance the performance of the model
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[AI] 評估模型
model-evaluation cross-validation train-test-splitHow to evaluate the model
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[AI] 普適化
generalization overfitting underfittingIntroduction to generalization
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[AI] 迴歸問題
regression boston-housing feature-normalizationRegression problem
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[AI] 多元分類問題
multi-class-classification reuters text-classificationMulti categorical classification problem
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[AI] 二元分類問題
binary-classification imdb sentiment-analysisBinary categorical classification problem
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[AI] 3-8. 客製化 Training
keras custom-training gradient-tapeHow to customize training in Keras