Skip to content
/ GCP-AI-Notebooks Public

This repository contains all practice notebooks with which I performed hands-on labs in Google Cloud Training Program's "Cloud ML-AI Track"

google.qwiklabs.com/public_profiles/f80ee50d-60d6-43a0-9923-5f199df23c78
4 stars 0 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

sukanyabag/GCP-AI-Notebooks

BranchesTags

Folders and files

NameName
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
 
 

Repository files navigation

GCP-AI-Notebooks

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

About

This repository contains all practice notebooks with which I performed hands-on labs in Google Cloud Training Program's "Cloud ML-AI Track"

google.qwiklabs.com/public_profiles/f80ee50d-60d6-43a0-9923-5f199df23c78

Topics

bigquery data-science tensorflow-tutorials dataprep cloudml-samples

Resources

Readme
Activity

Stars

4 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages