Week 5 - Convolutional Neural Networks, Part II

This week you will...

• get familiar wit transfer learning, a powerful technique to include the knowledge of models that were trained on large datasets and benefit from the features these models already learned in your own problem scenario.

• move beyond binary classification into categorical classification and the specific coding considerations for the corresponding models.

• present your key findings for the literature review considering you selected project

Learning Resources

• Week 3 and 4 of the course Convolutional Neural Networks in TensorFlow

Until next week you should...

• complete week 1 and week 2 of the course Natural Language Processing in TensorFlow

• complete the exercise assignment in this notebook

• investigate the characteristics of your project's dataset according to the instructions given here.

• document your findings on the dataset characteristics according to the instructions of above