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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⢠Unit 1: Introduction to Neural Networks
⢠Unit 2: Advanced Architectures of Neural Networks
⢠Unit 3: Deep Learning and Convolutional Neural Networks (CNNs)
⢠Unit 4: Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM)
⢠Unit 5: Explainable AI (XAI) and Interpretability of Neural Networks
⢠Unit 6: Evaluation Metrics and Model Validation in Neural Networks
⢠Unit 7: Optimization Techniques and Regularization in Neural Networks
⢠Unit 8: Natural Language Processing (NLP) with Neural Networks
⢠Unit 9: Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs)
⢠Unit 10: Real-world Applications and Case Studies of Neural Networks and Explainable AI
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