Global Certificate in Deep Learning Models: Performance Optimization
-- ViewingNowThe Global Certificate in Deep Learning Models: Performance Optimization is a comprehensive course designed to enhance your skills in optimizing deep learning models. This course emphasizes the importance of fine-tuning these models to improve efficiency, reduce errors, and enhance prediction capabilities.
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โข Unit 1: Introduction to Deep Learning Optimization
โข Unit 2: Understanding Deep Learning Metrics
โข Unit 3: Regularization Techniques in Deep Learning
โข Unit 4: Optimization Algorithms for Deep Learning
โข Unit 5: Hyperparameter Tuning for Deep Learning Models
โข Unit 6: Performance Analysis in Deep Learning
โข Unit 7: Model Compression and Quantization
โข Unit 8: Multi-GPU and Distributed Training
โข Unit 9: Hardware Acceleration for Deep Learning
โข Unit 10: Real-world Challenges and Best Practices in Deep Learning Performance Optimization
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