Certificate in Performance Metrics for Data Scientists
-- ViewingNowThe Certificate in Performance Metrics for Data Scientists is a comprehensive course designed to equip learners with the essential skills needed to excel in the data science industry. This course focuses on the importance of performance metrics, which are critical for evaluating and improving the effectiveness of data science models and algorithms.
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โข Introduction to Performance Metrics for Data Scientists
โข Key Performance Indicators (KPIs) in Data Science
โข Evaluation Metrics for Regression Problems
โข Evaluation Metrics for Classification Problems
โข Performance Metrics for Time Series Analysis
โข A/B Testing and Experimentation
โข Evaluation Metrics for Natural Language Processing (NLP)
โข Evaluation Metrics for Recommender Systems
โข Model Selection and Validation Techniques
โข Best Practices in Performance Metrics Reporting
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