drboo / TensorFlow-2-for-Deep-Learning-Specialization

Imperial College London TensorFlow 2 for Deep Learning Specialization

TensorFlow 2 for Deep Learning Specialization - IMPERIAL COLLEGE LONDON

Getting started with Tensorflow 2

• Model validation on the Iris dataset 100/100 points
• Saving and loading models 100/100 points
• Final Prj assigment with accuracy 96%+ on validation set of SVHN dataset 20/20 points

Customising your models with TensorFlow 2

• Transfer learning 100/100 points
• Data pipeline with Keras and tf.data 100/100 points
• Language model for the Shakespeare dataset 100/100 points
• Residual network 100/100 points
• Final Prj assigment. Neural translation model (English to German): 18/20 points

Probabilistic Deep Learning with TensorFlow 2

• Naive Bayes and logistic regression 100/100 points
• Bayesian convolutional neural network 100/100 points