Professional Certificate in Model Evaluation for Big Data
-- ViewingNowThe Professional Certificate in Model Evaluation for Big Data is a course designed to equip learners with the essential skills to evaluate and improve machine learning models in big data contexts. This program emphasizes the importance of model evaluation in creating accurate, reliable, and robust models, which are highly sought after in today's data-driven industries.
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⢠Model Selection
⢠Cross-Validation Techniques
⢠Performance Metrics for Big Data Models
⢠Evaluating Classification Models in Big Data
⢠Evaluating Regression Models in Big Data
⢠Evaluation of Deep Learning Models in Big Data
⢠Evaluation of Time Series Models in Big Data
⢠Model Evaluation for Unsupervised Learning in Big Data
⢠Bias-Variance Tradeoff in Model Evaluation for Big Data
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