Undergraduate Certificate in Deep Learning Informatics
-- ViewingNowThe Undergraduate Certificate in Deep Learning Informatics is a vital course that addresses the growing industry demand for professionals skilled in deep learning, a subset of artificial intelligence. This certificate course empowers learners with essential skills necessary to design and implement deep learning systems, enabling them to drive innovation in various sectors such as healthcare, finance, and technology.
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โข Introduction to Deep Learning & Neural Networks
โข Mathematics for Deep Learning (Linear Algebra, Calculus, Probability)
โข Deep Learning Frameworks (TensorFlow, Keras, PyTorch)
โข Convolutional Neural Networks (CNNs) for Computer Vision
โข Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM) for Sequence Data
โข Natural Language Processing (NLP) with Deep Learning
โข Generative Adversarial Networks (GANs) & Variational Autoencoders (VAEs)
โข Deep Reinforcement Learning
โข Ethics & Bias in AI & Deep Learning
โข Deep Learning Applications & Case Studies
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