The ideia is to reimplement machine learning methods in a didatic fashion, in order to have a better understanding of how the methods work.
All the code implemented here will be explained in my blog Machine Learning Beyond Deep Learning, which I created in order to share and spread my knowledge on machine learning in depth (from theory to practice) for a Portuguese-speaking audience.
Despite the name of the blog my objectives are the following:
- Produce and share excellent content about Machine Learning in Portuguese*
- Consolidate my knowledge on Machine Learning (I think that there is no better way other than teaching and sharing to achieve that)
You can read a more detailed explanation of my motivation here (in Portuguese).
*Why in Portuguese? There are many good blogs and websites that produce excellent content in English, but there are few or almost none in Portuguese. Thus, I will focus on my country's audience because I believe that giving access to information and knowledge is the best way to change my country :).
So far, we implemented the following method: