Postgraduate Certificate in Deep Learning and Predictive Modelling
-- ViewingNowThe Postgraduate Certificate in Deep Learning and Predictive Modelling is a comprehensive course designed to equip learners with essential skills in deep learning and predictive analytics. This certificate course is crucial in today's data-driven world, where businesses increasingly rely on predictive models to make informed decisions.
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โข Fundamentals of Deep Learning
โข Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNNs)
โข Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Deep Learning Frameworks: TensorFlow, PyTorch, Keras
โข Advanced Topics in Deep Learning: Generative Adversarial Networks (GANs), Transfer Learning, Reinforcement Learning
โข Time Series Analysis and Forecasting
โข Predictive Modeling Techniques: Regression, Classification, Clustering
โข Evaluation Metrics for Predictive Models
โข Applied Deep Learning and Predictive Modeling: Real-world Case Studies
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