Professional Certificate in Machine Learning for Performance Measurement
-- ViewingNowThe Professional Certificate in Machine Learning for Performance Measurement is a crucial course designed to equip learners with essential skills in machine learning algorithms, predictive analytics, and performance measurement. This program is particularly important in today's data-driven world, where businesses rely heavily on data to make informed decisions.
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โข Unit 1: Introduction to Machine Learning & Performance Measurement
โข Unit 2: Data Preprocessing for Machine Learning
โข Unit 3: Supervised Learning: Regression Analysis
โข Unit 4: Supervised Learning: Classification Techniques
โข Unit 5: Unsupervised Learning: Clustering Methods
โข Unit 6: Model Evaluation Metrics
โข Unit 7: Bias-Variance Tradeoff & Regularization Techniques
โข Unit 8: Ensemble Learning & Boosting Algorithms
โข Unit 9: Deep Learning for Performance Measurement
โข Unit 10: Real-World Applications of Machine Learning in Performance Measurement
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