“Beginning database design” By Clare Churcher is a really accessible book on these issues, very practical (starts off with simple spreadsheet tables!) and takes

“Beginning database design” By Clare Churcher is a really accessible book on these issues, very practical (starts off with simple spreadsheet tables!) and takes you through step by step to understanding the problems with and the need for the different levels of normalization.