Undergraduate Certificate in Deep Learning for Pricing
-- ViewingNowThe Undergraduate Certificate in Deep Learning for Pricing is a comprehensive course designed to equip learners with essential skills in deep learning, specifically for pricing applications. This certificate course highlights the importance of deep learning techniques in solving complex pricing problems, making it highly relevant in today's data-driven business world.
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โข Introduction to Deep Learning – Neural networks, backpropagation, activation functions
โข Convolutional Neural Networks (CNNs) – Image classification, object detection, feature extraction
โข Recurrent Neural Networks (RNNs) – Sequence data, time series analysis, natural language processing
โข Long Short-Term Memory (LSTM) Networks – Improving RNNs, vanishing gradients, gating mechanisms
โข Deep Reinforcement Learning – Reinforcement learning, Q-learning, Deep Q Networks (DQNs)
โข Generative Adversarial Networks (GANs) – Generative models, adversarial training, image generation
โข Transfer Learning and Fine-tuning – Pre-trained models, fine-tuning, domain adaptation
โข Deep Learning for Pricing – Pricing optimization, customer segmentation, demand forecasting
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