Executive Development Programme in Neural Networks: Scaling Data
-- ViewingNowThe Executive Development Programme in Neural Networks: Scaling Data certificate course is a comprehensive program designed to equip learners with essential skills in neural networks and data scaling. This course emphasizes the importance of understanding neural networks, which are the foundation of artificial intelligence and machine learning systems.
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โข Introduction to Neural Networks
โข Understanding Data Scaling
โข Importance of Data Scaling in Neural Networks
โข Methods for Data Scaling: Min-Max Normalization
โข Methods for Data Scaling: Z-Score Normalization
โข Data Scaling Best Practices for Neural Networks
โข Implementing Data Scaling in Python using Scikit-learn
โข Impact of Data Scaling on Model Performance
โข Hands-on Project: Data Scaling in Neural Networks
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