Masterclass Certificate in Neural Networks for the Modern World
-- ViewingNowThe Masterclass Certificate in Neural Networks for the Modern World is a comprehensive course that equips learners with essential skills for career advancement in today's data-driven world. Neural networks, a subset of machine learning, are at the heart of many modern artificial intelligence (AI) applications, and this course provides a solid foundation in the theory and practice of neural networks.
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โข Introduction to Neural Networks
โข Fundamentals of Deep Learning
โข Artificial Neural Network (ANN) Architectures
โข Convolutional Neural Networks (CNN)
โข Recurrent Neural Networks (RNN)
โข Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRU)
โข Training Neural Networks: Backpropagation and Optimization
โข Hyperparameter Tuning and Regularization Techniques
โข Applications of Neural Networks: Computer Vision, Natural Language Processing, Time Series Analysis
โข Explainable AI and Ethical Considerations in Neural Networks
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