Further reading

To learn more about the topics that were covered in this chapter, take a look at the following resources:

• The difference between L1 and L2 regularization, by Terrence Parr: https://explained.ai/regularization/L1vsL2.html
• L1 Norms versus L2 Norms, by Aleksey Bilogur: https://www.kaggle.com/residentmario/l1-norms-versus-l2-norms
• Interpretability – Cracking Open the Black Box, by Manu Joseph: https://deep-and-shallow.com/2019/11/13/interpretability-cracking-open-the-black-box-part-ii/
• The Gradient Boosters – Part III: XGBoost, by Manu Joseph: https://deep-and-shallow.com/2020/02/12/the-gradient-boosters-iii-xgboost/
• The Gradient Boosters – Part IV: LightGBM, by Manu Joseph: https://deep-and-shallow.com/2020/02/21/the-gradient-boosters-iii-lightgbm/
• The Gradient Boosters – Part V: CatBoost, by Manu Joseph: https://deep-and-shallow.com/2020/02/29/the-gradient-boosters-v-catboost/
• The Gradient Boosters – Part...