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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⢠Introduction to Deep Learning
⢠Neural Networks and Backpropagation
⢠Convolutional Neural Networks (CNNs) for Computer Vision in Automotive
⢠Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Time-Series Data Analysis
⢠Deep Learning Libraries: TensorFlow, Keras, and PyTorch
⢠Transfer Learning and Fine-Tuning in Deep Learning
⢠Generative Adversarial Networks (GANs) and Applications in Automotive
⢠Object Detection and Semantic Segmentation for Autonomous Vehicles
⢠Ethical Considerations and Bias in Deep Learning for Automotive Applications
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