Professional Certificate in AI for Air Quality Forecasting
-- ViewingNowThe Professional Certificate in AI for Air Quality Forecasting is a highly relevant course for professionals in the environmental and technology sectors. With rapid urbanization and industrialization, air pollution has become a major global concern.
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โข Unit 1: Introduction to AI and Air Quality Forecasting
โข Unit 2: Understanding Air Quality Index (AQI) and its Components
โข Unit 3: Data Collection and Preprocessing for Air Quality Analysis
โข Unit 4: Machine Learning Techniques for Air Quality Prediction
โข Unit 5: Deep Learning Models for Accurate Air Quality Forecasting
โข Unit 6: Artificial Neural Networks (ANNs) in Air Quality Prediction
โข Unit 7: Convolutional Neural Networks (CNNs) for Spatial Air Quality Analysis
โข Unit 8: Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Time-Series Air Quality Forecasting
โข Unit 9: Evaluation Metrics and Model Selection for AI-based Air Quality Forecasting
โข Unit 10: Real-World Applications and Case Studies of AI in Air Quality Forecasting
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