Professional Certificate in ML Design & Implementation
-- ViewingNowThe Professional Certificate in ML Design & Implementation is a comprehensive course that equips learners with essential skills for career advancement in the field of Machine Learning. This program covers key concepts, from ML principles to model design and deployment, making it ideal for both beginners and experienced professionals seeking to enhance their ML expertise.
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โข Unit 1: Introduction to Machine Learning Design
โข Unit 2: Data Preprocessing for Machine Learning
โข Unit 3: Fundamentals of Machine Learning Algorithms
โข Unit 4: Supervised Learning: Regression & Classification
โข Unit 5: Unsupervised Learning: Clustering & Dimensionality Reduction
โข Unit 6: Neural Networks & Deep Learning
โข Unit 7: Machine Learning Evaluation Metrics
โข Unit 8: Implementing Machine Learning Models with Python & Libraries
โข Unit 9: Machine Learning Pipelines & Workflows
โข Unit 10: Ethics & Bias in Machine Learning
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