Certificate in Deep Learning Essentials for Automotive
-- ViewingNowThe Certificate in Deep Learning Essentials for Automotive is a comprehensive course designed to equip learners with the essential skills needed to thrive in the rapidly evolving automotive industry. This program focuses on the application of deep learning techniques in automotive systems, including autonomous vehicles, advanced driver assistance systems (ADAS), and predictive maintenance.
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โข Introduction to Deep Learning
โข Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNNs) for Computer Vision in Automotive
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Time-Series Data Analysis
โข Deep Learning Libraries: TensorFlow, Keras, and PyTorch
โข Transfer Learning and Fine-Tuning in Deep Learning
โข Generative Adversarial Networks (GANs) and Applications in Automotive
โข Object Detection and Semantic Segmentation for Autonomous Vehicles
โข Ethical Considerations and Bias in Deep Learning for Automotive Applications
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