Postgraduate Certificate in Machine Learning Algorithms and Deployment
-- ViewingNowThe Postgraduate Certificate in Machine Learning Algorithms and Deployment is a crucial course designed for professionals eager to delve into the dynamic world of AI and machine learning. This program focuses on the implementation of effective algorithms, fostering an understanding of industry-standard tools and techniques.
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โข Unit 1: Introduction to Machine Learning Algorithms
โข Unit 2: Supervised Learning: Regression Algorithms
โข Unit 3: Supervised Learning: Classification Algorithms
โข Unit 4: Unsupervised Learning: Clustering Algorithms
โข Unit 5: Deep Learning: Neural Networks
โข Unit 6: Ensemble Learning Methods
โข Unit 7: Evaluation Metrics for Machine Learning Models
โข Unit 8: Scalable Machine Learning Algorithms
โข Unit 9: Machine Learning Deployment: DevOps and MLOps
โข Unit 10: Ethics and Bias in Machine Learning Algorithms
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