my repository contains my notebook for TensorFlow Developer Certificate
- 🇻🇳 protonx
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Classification with Deep Neural Network
Dataset Implementation Validation Accuracy CIFAR-10 cifar10.ipynb 47.98% CIFAR-100 cifar100.ipynb 49.36% MNIST mnist.ipynb 98.65% Fashion MNIST fashion_mnist.ipynb 90.45% -
Image Classification
Dataset Implementation Validation Accuracy dogs-vs-cats Cats_vs_Dogs.ipynb 99.10% Horses Or Humans Dataset cifar100.ipynb 95.31% Rock Paper Scissors Dataset RockPaperScissors.ipynb 97.58% -
Natural language processing
Dataset Implementation Validation Accuracy News Headlines Dataset news_sarcasm.ipynb 85.25% -
Time Series
Dataset Implementation MAE Daily Minimum Temperatures in Melbourne DailyTemperature.ipynb 0.0718 Sunspots Dataset Sunspot.ipynb 0.037175447