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7주차 - TensorFlow 2.0 and Keras

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임도형님이 작성, 2019년 10월 31일에 최종 변경

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개요

일자 : 2019/10/30(수)

진행내용

Keras 창시자로부터 배우는 TensorFlow 2.0 + Keras 특강.ipynb

https://colab.research.google.com/drive/1p4RhSj1FEuscyZP81ocn8IeGD_2r46fS?fbclid=IwAR0zaPbHyr9YUjkLkw-sXvI3LN68Llrgp4YRbD8da4_H8Ak_qQ0Ae8bbN2o

자료

Keras 창시자로부터 배우는 TensorFlow 2.0 + Keras 특강.ipynb
- https://colab.research.google.com/drive/1p4RhSj1FEuscyZP81ocn8IeGD_2r46fS?fbclid=IwAR0zaPbHyr9YUjkLkw-sXvI3LN68Llrgp4YRbD8da4_H8Ak_qQ0Ae8bbN2o
- 원본 : TensorFlow 2.0 + Keras Overview for Deep Learning Researchers
  - https://colab.research.google.com/drive/1UCJt8EYjlzCs1H1d1X0iDGYJsHKwu-NO?fbclid=IwAR269Y-3J1DuZL01L6GBCC4dg6RSAmJXHnRfztL454dZ5SqKLRxCAZcxzgY

GCP AI Platfrom에서 학습하기
- Hello World on GCP ML Engine
  - https://medium.com/google-cloud/hello-world-on-gcp-ml-engine-cc09f506361c
- 프로젝트 패키징. 패키지 빌드 :
  - https://cloud.google.com/ml-engine/docs/tensorflow/packaging-trainer#project-structure
- How to train Machine Learning models in the cloud using Cloud ML Engine
  - https://towardsdatascience.com/how-to-train-machine-learning-models-in-the-cloud-using-cloud-ml-engine-3f0d935294b3
- GCP sample
  - https://github.com/GoogleCloudPlatform/cloudml-samples/tree/master/census/estimator/trainer

TensorFlow 분산 학습
- 분산학습 타입 : https://www.tensorflow.org/guide/distributed_training

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