Professional Certificate in Deep Learning for Data Classification
-- ViewingNowThe Professional Certificate in Deep Learning for Data Classification is a comprehensive course that imparts critical skills in deep learning, a subfield of artificial intelligence. This program addresses the surging industry demand for professionals who can design and implement effective deep learning models for data classification tasks.
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โข Introduction to Deep Learning & Data Classification
โข Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNN) for Image Classification
โข Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM)
โข Deep Learning Frameworks: TensorFlow, Keras, PyTorch
โข Transfer Learning and Fine-Tuning
โข Object Detection and Semantic Segmentation
โข Hyperparameter Tuning and Regularization Techniques
โข Evaluation Metrics for Deep Learning Models
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