Undergraduate Certificate in Modern Deep Learning Techniques
-- ViewingNowThe Undergraduate Certificate in Modern Deep Learning Techniques is a comprehensive course designed to equip learners with essential skills in deep learning, a rapidly growing field with significant industry demand. This program covers various topics including neural networks, computer vision, natural language processing, and reinforcement learning.
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โข Introduction to Deep Learning & Neural Networks
โข Convolutional Neural Networks (CNNs)
โข Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Deep Reinforcement Learning
โข Generative Adversarial Networks (GANs) & Variational Autoencoders (VAEs)
โข Transfer Learning & Fine-Tuning
โข Modern Deep Learning Frameworks (TensorFlow, PyTorch, Keras)
โข Regularization Techniques in Deep Learning
โข Optimization Algorithms for Deep Learning
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