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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⢠Neural Networks: Introduction
⢠Artificial Neurons: Structure and Function
⢠Activation Functions in Neural Networks
⢠Designing Neural Network Architectures
⢠Learning Algorithms for Neural Networks
⢠Backpropagation Algorithm: Derivation and Implementation
⢠Types of Neural Networks: Feedforward, Recurrent, and Convolutional
⢠Deep Learning: Theory and Practice
⢠Supervised and Unsupervised Learning in Neural Networks
⢠Optimization Techniques for Neural Network Training
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