Certificate in Driving Decisions: Neural Networks
-- ViewingNowThe Certificate in Driving Decisions: Neural Networks is a crucial course for those interested in artificial intelligence and machine learning. This program covers the design, implementation, and application of neural networks, enabling learners to develop data-driven solutions to complex problems.
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โข Introduction to Neural Networks
โข Building a Neural Network with Python and Keras
โข Understanding Backpropagation and Gradient Descent
โข Convolutional Neural Networks (CNNs) for Image Processing
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM)
โข Training and Optimizing Neural Networks with Loss Functions and Regularization
โข Deep Reinforcement Learning using Neural Networks
โข Transfer Learning and Fine-Tuning Pretrained Models
โข Applications of Neural Networks in Autonomous Driving and Decision Making
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