Professional Certificate in Deep Learning for Humanitarian Interventions
-- ViewingNowThe Professional Certificate in Deep Learning for Humanitarian Interventions is a highly relevant course that combines the power of artificial intelligence with humanitarian efforts. This certificate course is essential in today's world, where there is an increasing need to use technology for social good and to address pressing global issues such as poverty, health crises, and natural disasters.
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โข Introduction to Deep Learning for Humanitarian Interventions
โข Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNN) for Image Recognition
โข Recurrent Neural Networks (RNN) for Time Series Analysis
โข Long Short-Term Memory (LSTM) for Sequence Prediction
โข Deep Learning Frameworks: TensorFlow, Keras, PyTorch
โข Transfer Learning and Fine-Tuning
โข Deep Learning for Natural Disaster Response and Prediction
โข Ethical Considerations in Deep Learning for Humanitarian Applications
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