DataCamp
Machine Learning with Tree-Based Models in Python
Issued By
DataCamp
Issue Date
March 06, 2026
Expiry Date
No Expiry
Certificate Proof
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Certificate ID
Topics Covered
Decision Trees & Ensembles
Building and tuning decision trees, random forests, and gradient boosting models.
XGBoost & Advanced Boosting
Implementing XGBoost, LightGBM, and other advanced tree-based ensemble techniques.
Hyperparameter Tuning
Optimizing model performance through cross-validation and systematic hyperparameter search.
Model Evaluation
Assessing model performance with appropriate metrics, feature importance, and interpretability tools.
Validation Hash / ID
DC-MLTBM-46247692-CRA
Registry Metadata
Candidate NameCarryl Ryan Abarquez
PlatformDataCamp
Certificate ID#46,247,692
Length5 HRS
TypeStatement of Accomplishment
[ Specialization Endorsement ]