CatBoost machine learning algorithm from Yandex with no Python or R knowledge required

After Mastering CatBoost vs XGBoost, Meet Your New Obsession: Cyclic Boosting (The Algorithm That Thinks Like a Jazz Musician)

Here are my 3 favorites Gradient Boosted Decision Trees (XGBoost / LightGBM / CatBoost) Dominates tabular data by combining many weak trees sequentially, correcting errors each step. Delivers strong performance with minimal preprocessing, handles nonlinearities, and remains competitive in real-world production systems. Transformers Don’t get me wrong, I love LSTMs, and they solve most business regression problems, but parallel processing and context windows are a must for 2026. Transformers are