Sparse notes

Data science

• march Effect of irrelevant features - a nice experimental test
• march Matrix factorizaton recap in 6minutes
• march mean encodings: a comprehesive study, check also category_encoders sklearn library
• march relationship between SVD and PCA + a comprehensive tutorial on arxiv
• march Naive-Bayes classification from scratch
• On Embeddings for Numerical Features in Tabular Deep Learning
• Euclidean vs cosine distance

Data viz

Complimentary

Temporary

Staging area for links that will be forgotten soon:

• march H&M personalized fashion reccomendation
• march learning D3js + essential training + custom visuals into powerbi