Graduate Certificate in Deep Learning and Predictive Analytics
-- ViewingNowThe Graduate Certificate in Deep Learning and Predictive Analytics is a comprehensive course that addresses the growing industry demand for experts in AI and machine learning. This program focuses on the design, implementation, and optimization of deep learning models and predictive analytics techniques.
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โข Introduction to Deep Learning
โข Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNN)
โข Recurrent Neural Networks (RNN) & Long Short-Term Memory (LSTM)
โข Deep Learning Frameworks: TensorFlow, Keras, PyTorch
โข Natural Language Processing (NLP) & Word Embeddings
โข Deep Learning for Computer Vision
โข Time Series Analysis and Predictive Analytics
โข Machine Learning Algorithms: Regression, Classification, Clustering
โข Evaluation Metrics for Predictive Models
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