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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⢠Unit 1: Introduction to Artificial Intelligence & Neural Networks
⢠Unit 2: Mathematics for Neural Networks: Linear Algebra & Calculus
⢠Unit 3: Neural Network Architectures & Design Patterns
⢠Unit 4: Deep Learning Fundamentals
⢠Unit 5: Training Neural Networks: Backpropagation & Optimization Algorithms
⢠Unit 6: Convolutional Neural Networks (CNNs) for Computer Vision
⢠Unit 7: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
⢠Unit 8: Natural Language Processing (NLP) & Word Embeddings
⢠Unit 9: Generative Adversarial Networks (GANs) & Reinforcement Learning
⢠Unit 10: AI Ethics, Explainability & Regulations
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