Professional Certificate in ML Design for Sustainability
-- ViewingNowThe Professional Certificate in Machine Learning (ML) Design for Sustainability is a course that combines the power of ML with sustainable development practices. This program is essential for professionals who want to create innovative, sustainable solutions that address global challenges while reducing environmental impact.
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โข Unit 1: Introduction to Machine Learning (ML) Design for Sustainability
โข Unit 2: Sustainability Principles and ML Impact Assessment
โข Unit 3: Data-driven Sustainable ML: Collecting and Analyzing Relevant Data
โข Unit 4: Energy-efficient ML Algorithms and Models
โข Unit 5: Green ML Hardware and Data Center Optimization
โข Unit 6: Responsible ML: Ethics, Bias, and Fairness
โข Unit 7: ML Lifecycle Management and Continuous Improvement
โข Unit 8: Real-world Case Studies on Sustainable ML Applications
โข Unit 9: Industry Trends and Future of Green ML
โข Unit 10: Capstone Project: Designing a Sustainable ML Solution
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