Undergraduate Certificate in Predictive Models with Deep Learning
-- ViewingNowThe Undergraduate Certificate in Predictive Models with Deep Learning is a career-enhancing course that focuses on teaching the latest AI techniques. With the rapid growth of big data and AI, there's an increasing demand for professionals who can create predictive models using deep learning frameworks like TensorFlow and Keras.
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โข Introduction to Predictive Modeling with Deep Learning
โข Understanding Neural Networks and Deep Learning Fundamentals
โข Data Preparation and Preprocessing for Deep Learning Models
โข Building Predictive Models with Multi-Layer Perceptrons (MLPs)
โข Convolutional Neural Networks (CNNs) for Image Analysis
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Time Series and Sequence Data
โข Deep Learning Libraries and Frameworks: TensorFlow, Keras, and PyTorch
โข Hyperparameter Tuning and Model Evaluation
โข Ethical Considerations and Bias in Predictive Modeling with Deep Learning
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