Graduate Certificate in AI Neural Networks Engineering
-- ViewingNowThe Graduate Certificate in AI Neural Networks Engineering is a comprehensive course that addresses the rapidly growing industry demand for AI and machine learning specialists. This program focuses on the design, implementation, and optimization of neural networks, empowering learners with essential skills to create intelligent systems.
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โข Unit 1: Introduction to Artificial Intelligence & Neural Networks
โข Unit 2: Mathematics for Neural Networks: Linear Algebra & Calculus
โข Unit 3: Neural Network Architectures & Design Patterns
โข Unit 4: Deep Learning Fundamentals
โข Unit 5: Training Neural Networks: Backpropagation & Optimization Algorithms
โข Unit 6: Convolutional Neural Networks (CNNs) for Computer Vision
โข Unit 7: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Unit 8: Natural Language Processing (NLP) & Word Embeddings
โข Unit 9: Generative Adversarial Networks (GANs) & Reinforcement Learning
โข Unit 10: AI Ethics, Explainability & Regulations
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