Postgraduate Certificate in Neural Networks and Applications
-- ViewingNowThe Postgraduate Certificate in Neural Networks and Applications is a comprehensive course that focuses on the design and implementation of artificial neural networks. This certification is crucial for professionals seeking to stay updated with the latest advancements in AI and machine learning.
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โข Introduction to Neural Networks
โข Types of Neural Networks (MLP, CNN, RNN, etc.)
โข Learning Algorithms and Backpropagation
โข Deep Learning and Convolutional Neural Networks (CNNs)
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM)
โข Applications of Neural Networks in Computer Vision
โข Natural Language Processing (NLP) with Neural Networks
โข Neural Networks for Time Series Analysis
โข Optimization Techniques for Neural Networks
โข Ethical Considerations and Bias in Neural Networks
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