kwseow / dlwp_dec2020

Deep Learning with Python (Dec 2020)

Resources

Getting started with Google colab

Pokemon Dataset

Datasets repository

Python (download version specific to your OS) (not needed since we are using google colab)

Anaconda (download version specific to your OS) (not needed since we are using google colab)

PyCharm (Python IDE) (not needed since we are using google colab)

Quizes

• Link to interactive quizes https://bit.ly/kw_poll

Additional Readings

Deep learning book by Ian Goodfellow

Keras Embedding layer

Keras Recurrent layers

Visualizing Various Filter Initializers in Keras (He uniform initialiser)

Gentle Introduction to the Adam Optimization Algorithm for Deep Learning

Cheet sheets

The Conda cheet sheet

Markdown cheat sheet

[Collection] 10 Best NumPy Cheat Sheets Every Python Coder Must Own

Datacamp Numpy cheat sheet

Datacamp Keras cheat sheet