Global Certificate in PyTorch Model Training Strategies
-- ViewingNowThe Global Certificate in PyTorch Model Training Strategies is a comprehensive course that focuses on teaching learners how to leverage PyTorch, an open-source machine learning library, to build and train machine learning models. This course is essential for those looking to advance their careers in data science, machine learning, and artificial intelligence.
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โข Introduction to PyTorch & Model Training
โข Data Preparation for PyTorch Model Training
โข PyTorch Datasets and Data Loaders
โข Building PyTorch Models: Architectures & Layers
โข PyTorch Model Training Essentials: Loss Functions & Optimizers
โข PyTorch Model Training Strategies: SGD, Momentum, and Learning Rate Schedules
โข Evaluating PyTorch Models: Metrics & Validation Strategies
โข Regularization Techniques in PyTorch: L1, L2, and Dropout
โข Practical PyTorch Model Training: Handling Overfitting & Large Datasets
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