what is a optimizer in deep learning? what does it actually do? raw thoughts and intuition.
📰 Medium · Machine Learning
Learn what an optimizer does in deep learning and its role in training neural networks
Action Steps
- Read about the basics of deep learning optimizers
- Understand the role of optimizers in training neural networks
- Explore different types of optimizers such as SGD and Adam
- Apply optimizers to your own deep learning projects
- Compare the performance of different optimizers on your models
Who Needs to Know This
Data scientists and machine learning engineers can benefit from understanding optimizers to improve their model's performance
Key Insight
💡 Optimizers play a crucial role in training neural networks by adjusting model parameters to minimize loss
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