Advanced Certificate in ML Applications: Essentials
-- ViewingNowThe Advanced Certificate in ML Applications: Essentials is a comprehensive course designed to equip learners with essential skills for career advancement in the high-demand field of Machine Learning (ML). This certificate course focuses on the practical application of ML, diving deep into popular ML tools, frameworks, and algorithms.
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โข Unit 1: Introduction to Machine Learning
โข Unit 2: Types of Machine Learning: Supervised, Unsupervised, and Reinforcement Learning
โข Unit 3: Machine Learning Algorithms: Regression, Classification, Clustering, and Dimensionality Reduction
โข Unit 4: Neural Networks and Deep Learning
โข Unit 5: Natural Language Processing (NLP) and Text Analytics
โข Unit 6: Computer Vision and Image Recognition
โข Unit 7: Machine Learning Operations (MLOps) and Model Deployment
โข Unit 8: Ethical Considerations and Bias in Machine Learning
โข Unit 9: Evaluation Metrics and Model Selection
โข Unit 10: Advanced Topics in Machine Learning: Generative Adversarial Networks (GANs), Transfer Learning, and Active Learning
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