Advanced Certificate in Neural Networks and Explainable AI
-- ViewingNowThe Advanced Certificate in Neural Networks and Explainable AI is a comprehensive course designed to equip learners with essential skills in artificial intelligence (AI), focusing on neural networks and explainable AI. This certification program dives deep into the complexities of AI, covering various topics such as deep learning, computer vision, natural language processing, and reinforcement learning.
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โข Unit 1: Introduction to Neural Networks
โข Unit 2: Advanced Architectures of Neural Networks
โข Unit 3: Deep Learning and Convolutional Neural Networks (CNNs)
โข Unit 4: Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM)
โข Unit 5: Explainable AI (XAI) and Interpretability of Neural Networks
โข Unit 6: Evaluation Metrics and Model Validation in Neural Networks
โข Unit 7: Optimization Techniques and Regularization in Neural Networks
โข Unit 8: Natural Language Processing (NLP) with Neural Networks
โข Unit 9: Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs)
โข Unit 10: Real-world Applications and Case Studies of Neural Networks and Explainable AI
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