Professional Certificate in Deep Learning with Artificial Neural Networks
-- ViewingNowThe Professional Certificate in Deep Learning with Artificial Neural Networks is a comprehensive course designed to equip learners with essential skills for career advancement in the thriving field of deep learning. This certificate program, offered by leading online platforms, covers key topics including neural networks, convolutional networks, recurrent networks, and advanced deep learning concepts.
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โข Introduction to Deep Learning
โข History and Fundamentals of Artificial Neural Networks
โข Deep Learning Architectures: Perceptrons, Multilayer Perceptrons (MLPs), and Convolutional Neural Networks (CNNs)
โข Training Deep Learning Models: Backpropagation, Gradient Descent, and Optimization Algorithms
โข Deep Learning Frameworks: TensorFlow, Keras, PyTorch, and Theano
โข Convolutional Neural Networks (CNNs) for Computer Vision
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Sequence Prediction
โข Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs)
โข Deep Reinforcement Learning: Q-Learning and Deep Q Networks (DQNs)
โข Ethical Considerations and Real-World Applications of Deep Learning
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