GCP-AI-Notebooks

This repository contains all practice and hands-on notebooks used in Google Cloud Training Program 2021.

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
01_tf_estimator_deepdive.ipynb		01_tf_estimator_deepdive.ipynb
AI_Explanations_on_CAIP.ipynb		AI_Explanations_on_CAIP.ipynb
Preprocessingtftransfrm_dataflow.py		Preprocessingtftransfrm_dataflow.py
README.md		README.md
__init__.py		__init__.py
babyweight.py		babyweight.py
babyweight_skl.ipynb		babyweight_skl.ipynb
batch_predictions_keras_mnist.ipynb		batch_predictions_keras_mnist.ipynb
bigquery_datascience.ipynb		bigquery_datascience.ipynb
bigquery_tensorflow.ipynb		bigquery_tensorflow.ipynb
cloud-ml-housing-prices-hp-tuning.ipynb		cloud-ml-housing-prices-hp-tuning.ipynb
cloud-ml-housing-prices.ipynb		cloud-ml-housing-prices.ipynb
dataprep.ipynb		dataprep.ipynb
dataprep.py		dataprep.py
estimator_batch_normalization_mnist.ipynb		estimator_batch_normalization_mnist.ipynb
fashion_cnn_batch_dropout_lab.ipynb		fashion_cnn_batch_dropout_lab.ipynb
fashion_cnn_lab.ipynb		fashion_cnn_lab.ipynb
fashion_estimator_dnn.ipynb		fashion_estimator_dnn.ipynb
fashion_models.ipynb		fashion_models.ipynb
feature_normalization_tf.ipynb		feature_normalization_tf.ipynb
gcp_time_series_forecasting.ipynb		gcp_time_series_forecasting.ipynb
integrated_gradients.ipynb		integrated_gradients.ipynb
kerasmodel.py		kerasmodel.py
mnistmodel.py		mnistmodel.py
model.py		model.py
model_housing_prices.py		model_housing_prices.py
model_rnn.py		model_rnn.py
model_stacked_lstm.py		model_stacked_lstm.py
predict.py		predict.py
predict_baby_weights_tf.py		predict_baby_weights_tf.py
reinforcementlL_game.py		reinforcementlL_game.py
rnn_timeseries_cloudmlengine.ipynb		rnn_timeseries_cloudmlengine.ipynb
scalable_time_series.py		scalable_time_series.py
setup.py		setup.py
speech_analyztn_googleAPI.ipynb		speech_analyztn_googleAPI.ipynb
task.py		task.py
text_translation_tensor2tensor.ipynb		text_translation_tensor2tensor.ipynb
time_series.py		time_series.py
trainEval.py		trainEval.py
txtclassfc_tflow.ipynb		txtclassfc_tflow.ipynb
visualizing_the_10000_pizza_bitcoin_network.py		visualizing_the_10000_pizza_bitcoin_network.py
windmills.ipynb		windmills.ipynb

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