Certificate in Vehicle Neural Networks: Neural Network Essentials
-- ViewingNowThe Certificate in Vehicle Neural Networks: Neural Network Essentials is a comprehensive course that provides learners with fundamental knowledge and skills in neural networks, a crucial aspect of autonomous vehicle technology. This course is essential for those looking to break into or advance in the rapidly growing field of autonomous vehicles, where neural networks are used for object detection, path planning, and decision-making.
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โข Introduction to Neural Networks
โข Perceptron and Single-Layer Networks
โข Multi-Layer Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNNs)
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM)
โข Autoencoders and Dimensionality Reduction
โข Generative Adversarial Networks (GANs)
โข Transfer Learning and Fine-Tuning
โข Hyperparameter Tuning and Regularization Techniques
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