Executive Development Programme in Model Evaluation for Competitive Advantage
-- ViewingNowThe Executive Development Programme in Model Evaluation for Competitive Advantage is a certificate course that holds immense importance in today's data-driven world. This programme is designed to cater to the growing industry demand for professionals who can evaluate and implement predictive models effectively.
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⢠Model Selection and Evaluation Metrics
⢠Supervised Learning Models: Regression and Classification
⢠Performance Evaluation of Supervised Learning Models
⢠Unsupervised Learning Models: Clustering and Dimensionality Reduction
⢠Evaluation of Unsupervised Learning Models: Internal and External Validation
⢠Time Series Model Evaluation: Stationarity, Autocorrelation, and Seasonality
⢠Model Evaluation for Natural Language Processing: Precision, Recall, and F1 Score
⢠Model Evaluation for Computer Vision: Confusion Matrix, Intersection over Union (IoU), and Mean Average Precision (mAP)
⢠Model Evaluation for Reinforcement Learning: Episodic Evaluation, Rolling Horizon Evaluation, and Importance Sampling
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