Masterclass Certificate in Neural Networks: High-Performance Models
-- ViewingNowThe Masterclass Certificate in Neural Networks: High-Performance Models is a comprehensive course designed to equip learners with essential skills in building high-performance neural networks. This course is crucial for professionals looking to stay updated with cutting-edge AI technologies and techniques.
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โข Unit 1: Introduction to Neural Networks
โข Unit 2: Neural Network Architectures and Design
โข Unit 3: Deep Learning Fundamentals
โข Unit 4: Convolutional Neural Networks (CNNs)
โข Unit 5: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Unit 6: Optimization Techniques for High-Performance Models
โข Unit 7: Regularization Methods: Dropout, Batch Normalization, and Weight Decay
โข Unit 8: Hyperparameter Tuning and Model Selection
โข Unit 9: Transfer Learning and Multi-Task Learning
โข Unit 10: Advanced Topics: Generative Adversarial Networks (GANs) and Reinforcement Learning
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