Certificate in Deep Learning for Social Innovation
-- ViewingNowThe Certificate in Deep Learning for Social Innovation is a comprehensive course designed to empower learners with the essential skills needed to drive social innovation through deep learning technologies. This program highlights the importance of utilizing artificial intelligence to address pressing social issues, providing a unique blend of technical and ethical training.
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โข Introduction to Deep Learning for Social Innovation
โข Understanding Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNN) for Computer Vision
โข Recurrent Neural Networks (RNN) for Sequence Data
โข Long Short-Term Memory (LSTM) and Natural Language Processing (NLP)
โข Generative Adversarial Networks (GAN) for Data Generation
โข Deep Reinforcement Learning for Decision Making
โข Ethical Considerations in Deep Learning for Social Innovation
โข Applying Deep Learning for Social Good: Case Studies
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