Certificate in Deep Learning for Visual Data Analysis
-- ViewingNowThe Certificate in Deep Learning for Visual Data Analysis is a comprehensive course that equips learners with essential skills in deep learning, specifically tailored for visual data analysis. This certification is crucial in today's data-driven world, where the ability to analyze and interpret visual data is increasingly important.
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โข Introduction to Deep Learning
โข Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNNs)
โข Object Detection and Recognition
โข Data Preprocessing for Visual Data Analysis
โข Transfer Learning and Fine-tuning
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Video Analysis
โข Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs)
โข Deep Learning Frameworks: TensorFlow, Keras, PyTorch
โข Applications of Deep Learning in Computer Vision
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