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Category:
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  • Forecasting (2)
  • Time series (2)
  • Preprocessing (4)
  • Optimization (2)
  • Evaluation (1)
  • Interpretability (1)
Author:
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  • Dalibor Veljkovic
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  • Soledad Galli

Soledad Galli


Courses

Machine Learning Interpretability

Available until

Explain interpretable and black box models with LIME, Shap, partial dependency plots and more.
Soledad Galli Soledad Galli
%
COMPLETE
$37.99
Feature Engineering for Machine Learning

Available until

Learn imputation, variable encoding, discretization, feature extraction, how to work with datetime, outliers, and more.
Soledad Galli Soledad Galli
%
COMPLETE
$37.99
Feature Selection for Machine Learning

Available until

Learn filter, wrapper, and embedded methods, recursive feature elimination, exhaustive search, feature shuffling & more.
Soledad Galli Soledad Galli
%
COMPLETE
$33.99
Hyperparameter Optimization for Machine Learning

Available until

Learn grid and random search, Bayesian optimization, multi-fidelity models, Optuna, Hyperopt, Scikit-Optimize & more.
Soledad Galli Soledad Galli
%
COMPLETE
$35.99
Machine Learning with Imbalanced Data

Available until

Learn to over-sample and under-sample your data, apply SMOTE, ensemble methods, and cost-sensitive learning.
Soledad Galli Soledad Galli
%
COMPLETE
$37.99

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