Certificate in Quality Control: Machine Learning Fundamentals
-- ViewingNowThe Certificate in Quality Control: Machine Learning Fundamentals is a comprehensive course designed to equip learners with essential skills in machine learning for quality control. This course emphasizes the importance of machine learning in optimizing industrial processes, improving product quality, and reducing waste.
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⢠Unit 1: Introduction to Quality Control in Machine Learning
⢠Unit 2: Types of Quality Control: Supervised, Unsupervised, and Reinforcement Learning
⢠Unit 3: Quality Control Metrics in Machine Learning
⢠Unit 4: Data Preprocessing for Quality Control
⢠Unit 5: Machine Learning Algorithms and Quality Control: Regression, Classification, and Clustering
⢠Unit 6: Model Evaluation and Validation Techniques
⢠Unit 7: Hyperparameter Tuning and Model Selection
⢠Unit 8: Implementing Quality Control in Machine Learning Projects
⢠Unit 9: Quality Control Tools and Libraries in Machine Learning
⢠Unit 10: Case Studies and Applications of Quality Control in Machine Learning
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