Professional Certificate in Neural Networks Fundamentals
-- ViewingNowThe Professional Certificate in Neural Networks Fundamentals is a comprehensive course designed to equip learners with the essential skills needed to excel in the rapidly evolving field of artificial intelligence. This program covers the principles of neural networks, deep learning, and data processing, providing a solid foundation for understanding and implementing these advanced techniques.
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โข Neural Networks: Introduction
โข Artificial Neurons: Structure and Function
โข Activation Functions in Neural Networks
โข Designing Neural Network Architectures
โข Learning Algorithms for Neural Networks
โข Backpropagation Algorithm: Derivation and Implementation
โข Types of Neural Networks: Feedforward, Recurrent, and Convolutional
โข Deep Learning: Theory and Practice
โข Supervised and Unsupervised Learning in Neural Networks
โข Optimization Techniques for Neural Network Training
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