Code 2
Due by 11:59 PM on Wednesday, January 29, 2025
MNIST classification
Sequential neural network for MNIST handwritten digits classification, batch size, learning rate, callbacks, regularization, model capacity, hyperparameter tuning.
- Download 02-starter-recipe_code.Rmd. Modified from dl-keras-tf.
- Download 02-starter-recipe_images.zip. Extract the
imagesfolder in the same directory as the02-starter-recipe_code.Rmdfile. - Read and run the code in the
02-starter-recipe_code.Rmdfile. Consult ChatGPT in case of errors. - Answer questions in the code chunks labeled “Your turn!” and describe your observations.
- Knit the document into an HTML format and submit the knitted document.