Animal recognition with Siamese Networks and Mean Embeddings

36 min read

Is Siamese Network a reliable solution for animal recognition? How Mean Embeddings can help with a few shot "learning"? Are we able to beat standard classification methods?


DengAI - Data preprocessing

31 min read

How to preprocess data for the ML competitions? Example based on DengAI.


DengAI - How to approach Data Science competitions? (EDA)

42 min read

Step by step explanation on how to deal with Kaggle like competitions. What are the things we should focus on and what should be ignored?


Evolution of Extreme Learning Machines

25 min read

How ELMs were evolving through the years and what is their status right now?