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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⢠Unit 1: Introduction to Machine Learning Algorithms
⢠Unit 2: Supervised Learning: Regression Algorithms
⢠Unit 3: Supervised Learning: Classification Algorithms
⢠Unit 4: Unsupervised Learning: Clustering Algorithms
⢠Unit 5: Deep Learning: Neural Networks
⢠Unit 6: Ensemble Learning Methods
⢠Unit 7: Evaluation Metrics for Machine Learning Models
⢠Unit 8: Scalable Machine Learning Algorithms
⢠Unit 9: Machine Learning Deployment: DevOps and MLOps
⢠Unit 10: Ethics and Bias in Machine Learning Algorithms
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