Blog

When I first started teaching myself machine learning, I kept myself motivated and amused by writing a blog. Take a look below!

• Time series classification - Earthquake detector:

https://github.com/civilinifr/fc_deeplearning/blob/master/eq_detector.ipynb

• Deep Learning music instrument classifier - Spectrogram method:

https://github.com/civilinifr/fc_deeplearning/blob/master/instrument_recognizer.ipynb

• Beginner's guide to Deep Learning and Stochastic Gradient Descent using the fastai library:

https://github.com/civilinifr/fc_deeplearning/blob/master/fc_deep_learning_guide.ipynb