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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⢠Introduction to Deep Learning
⢠History and Fundamentals of Artificial Neural Networks
⢠Deep Learning Architectures: Perceptrons, Multilayer Perceptrons (MLPs), and Convolutional Neural Networks (CNNs)
⢠Training Deep Learning Models: Backpropagation, Gradient Descent, and Optimization Algorithms
⢠Deep Learning Frameworks: TensorFlow, Keras, PyTorch, and Theano
⢠Convolutional Neural Networks (CNNs) for Computer Vision
⢠Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Sequence Prediction
⢠Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs)
⢠Deep Reinforcement Learning: Q-Learning and Deep Q Networks (DQNs)
⢠Ethical Considerations and Real-World Applications of Deep Learning
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