Decision Trees, Random Forests, AdaBoost & XGBoost in Python
Decision Trees and Ensembling techniques in Python. How to run Bagging, Random Forest, GBM, AdaBoost & XGBoost in Python
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What you will learn:
Get a solid understanding of decision treeUnderstand the business scenarios where decision tree is applicable
Tune a machine learning model's hyperparameters and evaluate its performance.
Use Pandas DataFrames to manipulate data and make statistical computations.
Use decision trees to make predictions
Learn the advantage and disadvantages of the different algorithms
