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This repository contains the course materials that were used for Coursera TensorFlow specialization course.

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gmortuza/tensorflow_specialization

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Tensorflow Specialization offered by deeplearning.ai at Coursera

1. Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

Quizes

Programming assignment

Resources

  • Week 1 --> Getting started, Hello world
  • Week 2 --> Callbacks, on_epoch_end
  • Week 3 --> ConvNet, Pooling, MNIST fashion
  • Week 2 --> ImageGenerator, fit_generator, CompactImage

2. Convolutional Neural Networks in TensorFlow

Quizes

Programming assignment

Resources

Quizes

Programming assignment

Resources

  • Week 1 --> Tokenizer, pad sequences
  • Week 2 --> Word Embedding
  • Week 3 --> Sentiment classifier
  • Week 4 --> Poetry generator

Quizes

Programming assignment

Resources

Specialization certificate