Executive Development Programme in Deep Learning for Visual Data Science
-- ViewingNowThe Executive Development Programme in Deep Learning for Visual Data Science is a certificate course designed to equip learners with essential skills in deep learning, a subfield of artificial intelligence (AI) that focuses on algorithms inspired by the structure and function of the brain called artificial neural networks. With the exponential growth of data and the increasing demand for AI-powered solutions, deep learning has become a critical skill for professionals in various industries, including finance, healthcare, manufacturing, and technology.
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โข Introduction to Deep Learning for Visual Data Science
โข Fundamentals of Neural Networks
โข Convolutional Neural Networks (CNNs)
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM)
โข Data Preprocessing and Data Augmentation
โข Transfer Learning and Fine-Tuning
โข Object Detection and Image Segmentation
โข Generative Adversarial Networks (GANs)
โข Evaluation Metrics for Deep Learning Models
โข Ethical Considerations and Bias in AI
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