Certificate in Neural Networks for Data Science
-- ViewingNowThe Certificate in Neural Networks for Data Science is a comprehensive course that equips learners with essential skills for career advancement in the data science industry. This course focuses on the design and implementation of neural networks, which are powerful machine learning models inspired by the human brain's structure and function.
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โข Introduction to Neural Networks
โข Mathematics for Neural Networks (Linear Algebra, Calculus)
โข Data Preprocessing (Data Cleaning, Normalization)
โข Activation Functions (ReLU, Sigmoid, Tanh)
โข Artificial Neural Networks (ANN Architecture, Backpropagation)
โข Convolutional Neural Networks (CNN Architecture, Image Recognition)
โข Recurrent Neural Networks (RNN Architecture, Sequence Prediction)
โข Deep Learning Frameworks (TensorFlow, PyTorch)
โข Applying Neural Networks (Real-world use cases, Model Evaluation)
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