Global Certificate in Deep Learning Algorithms: Performance Enhancement
-- ViewingNowThe Global Certificate in Deep Learning Algorithms: Performance Enhancement course is a comprehensive program designed to equip learners with essential skills in deep learning algorithm development. This course emphasizes the importance of performance enhancement techniques, making it highly relevant in today's industry.
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โข Unit 1: Introduction to Deep Learning Algorithms & Performance Enhancement
โข Unit 2: Optimization Techniques for Deep Learning
โข Unit 3: Regularization Methods in Deep Learning
โข Unit 4: Hyperparameter Tuning for Deep Learning Models
โข Unit 5: Convolutional Neural Networks (CNNs) โ Architectures and Performance Improvement
โข Unit 6: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM) โ Design and Optimization
โข Unit 7: Deep Reinforcement Learning โ Algorithms and Performance Enhancement
โข Unit 8: Transfer Learning & Deep Learning
โข Unit 9: Generative Adversarial Networks (GANs) โ Fundamentals and Performance Optimization
โข Unit 10: Scaling Deep Learning Models for High Performance
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