Link: https://bit.ly/aidevfda

Module 3: Python:

AIDev_FDA_Module3_Exercises.ipynb

AIDev_FDA_Module3_Exercises-solutions.pynb.ipynb

Module3-extra-materials.zip

Module 4: Mastering Machine Learning.

splits_and_metrics.ipynb

ML_Fundamentals-LinearRegression.ipynb

Linear_Regression.xlsx

Module 5: Deep Learning.

Visualising Convolutional Neural Networks (CNNs):

Source: https://arxiv.org/pdf/1311.2901

CNNs.ipynb

Module 5 - Exercise 1:

• Modify the following notebook to train CNN model on MNIST dataset from keras that we’ve used from Lab 5.1

  Module5-Exercise1.ipynb

Module 5 - Exercise 2:

• Modify code to train LSTM on imdb dataset from keras to test sentiment

Module5-Exercise2.ipynb