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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⢠Unit 1: Introduction to Machine Learning (ML) Design for Sustainability
⢠Unit 2: Sustainability Principles and ML Impact Assessment
⢠Unit 3: Data-driven Sustainable ML: Collecting and Analyzing Relevant Data
⢠Unit 4: Energy-efficient ML Algorithms and Models
⢠Unit 5: Green ML Hardware and Data Center Optimization
⢠Unit 6: Responsible ML: Ethics, Bias, and Fairness
⢠Unit 7: ML Lifecycle Management and Continuous Improvement
⢠Unit 8: Real-world Case Studies on Sustainable ML Applications
⢠Unit 9: Industry Trends and Future of Green ML
⢠Unit 10: Capstone Project: Designing a Sustainable ML Solution
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