Professional Certificate in Deep Learning Fundamentals: Data-Driven
-- ViewingNowThe Professional Certificate in Deep Learning Fundamentals: Data-Driven is a vital course designed to equip learners with essential skills in deep learning. This program covers essential topics, including neural networks, convolutional networks, and recurrent networks, providing a solid foundation in deep learning concepts.
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โข Unit 1: Introduction to Deep Learning
โข Unit 2: Neural Networks and Backpropagation
โข Unit 3: Convolutional Neural Networks (CNNs) for Computer Vision
โข Unit 4: Recurrent Neural Networks (RNNs) for Sequence Data
โข Unit 5: Deep Reinforcement Learning Fundamentals
โข Unit 6: Natural Language Processing (NLP) with Deep Learning
โข Unit 7: Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs)
โข Unit 8: Transfer Learning and Model Interpretability
โข Unit 9: Ethical Considerations and Bias in AI
โข Unit 10: Deep Learning Tools and Libraries (TensorFlow, PyTorch, etc.)
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