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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⢠Introduction to Predictive Modeling with Deep Learning
⢠Understanding Neural Networks and Deep Learning Fundamentals
⢠Data Preparation and Preprocessing for Deep Learning Models
⢠Building Predictive Models with Multi-Layer Perceptrons (MLPs)
⢠Convolutional Neural Networks (CNNs) for Image Analysis
⢠Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Time Series and Sequence Data
⢠Deep Learning Libraries and Frameworks: TensorFlow, Keras, and PyTorch
⢠Hyperparameter Tuning and Model Evaluation
⢠Ethical Considerations and Bias in Predictive Modeling with Deep Learning
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