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Deep Learning with TensorFlow and Google Cloud AI: 2-in-1

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Deep Learning with TensorFlow and Google Cloud AI: 2-in-1

Deep Learning with TensorFlow and Google Cloud AI: 2-in-1, Harness the power of deep learning with Google’s TensorFlow!

Created by Packt Publishing

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What you'll learn

  • Gain proficiency in building deep learning projects using TensorFlow without any need to delve into writing models from scratch
  • Build a base for TensorFlow by implementing regression
  • Solve prediction and image classification deep learning problems with TensorFlow
  • Tackle the potential of RNN and LSTM neural networks with TensorFlow to solve time series problems
  • Gain hands-on experience designing, training, and deploying your deep learning models with TensorFlow and Keras to handle large volumes of data and complex neural network architectures
  • Design and experiment with complex neural network architectures using low-level TensorFlow while also using TensorFlow’s high level APIs and Keras
  • Scale out training and prediction using different distributed techniques such as data parallelism using GPUs on your local machine and in the cloud using Google Cloud ML Engine
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