Certificate in ML Design & Deployment
-- ViewingNowThe Certificate in ML Design & Deployment is a comprehensive course that equips learners with essential skills for designing and deploying machine learning models. This program is crucial in today's data-driven world, where businesses rely on machine learning to make informed decisions, improve efficiency, and gain a competitive edge.
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โข Unit 1: Introduction to Machine Learning Design
โข Unit 2: Data Preprocessing for ML Models
โข Unit 3: Supervised Learning: Algorithms & Applications
โข Unit 4: Unsupervised Learning: Clustering & Dimensionality Reduction
โข Unit 5: Deep Learning Fundamentals
โข Unit 6: Model Evaluation Metrics & Bias-Variance Trade-off
โข Unit 7: ML Deployment Best Practices
โข Unit 8: Cloud-based Infrastructure for ML Deployment
โข Unit 9: Collaborative & Online Learning
โข Unit 10: Ethical Considerations in ML Design & Deployment
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