TensorFlow Developer Certificate

my repository contains my notebook for TensorFlow Developer Certificate

Instruction

• 🇻🇳 protonx

Bench Mark

• 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

Certificate

Dataset

learning-datasets