Professional Certificate in AI for Landscape Planning
-- ViewingNowProfessional Certificate in AI for Landscape Planning: This certificate course is designed to provide learners with essential skills in using Artificial Intelligence (AI) for landscape planning and design. With the increasing demand for sustainable and resilient landscapes, this course is vital in equipping learners with the tools to create data-driven designs that address climate change and other environmental challenges.
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GBP £ 140
GBP £ 202
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โข Introduction to AI: Basics of Artificial Intelligence, History and Evolution, Types of AI, Applications in Landscape Planning
โข Machine Learning: Overview of Machine Learning, Supervised and Unsupervised Learning, Reinforcement Learning, Algorithms and Techniques
โข Deep Learning: Understanding Neural Networks, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM)
โข AI in Landscape Design: AI-assisted Landscape Design, Generative Design, Optimization Techniques, Case Studies
โข Data Analysis for AI: Data Collection and Preparation, Data Visualization, Exploratory Data Analysis, Statistical Analysis
โข Ethics in AI: Bias and Fairness, Privacy and Security, Human-AI Interaction, Responsible AI Practices
โข AI Implementation: Building AI Models, Testing and Validation, Model Deployment, Maintenance and Monitoring
โข Future Trends in AI: Advancements in AI Research, Emerging Technologies, Opportunities and Challenges in AI for Landscape Planning
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