Advanced Certificate in Model Evaluation for Big Data
-- ViewingNowThe Advanced Certificate in Model Evaluation for Big Data is a crucial course designed to equip learners with essential skills in evaluating and selecting appropriate models for big data analysis. This certification focuses on the importance of model evaluation, validation, and selection techniques in big data, making it highly relevant in today's data-driven economy.
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⢠Model Selection Techniques
⢠Cross-Validation Methods
⢠Performance Metrics for Big Data Models
⢠Bias-Variance Tradeoff in Model Evaluation
⢠Evaluation of Deep Learning Models
⢠Model Evaluation using ROC Curves and AUC
⢠Monte Carlo Simulations for Model Evaluation
⢠Model Evaluation for Time Series Analysis
⢠Hyperparameter Tuning for Model Evaluation
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