In the previous lesson, you saw ways to measure the performance of the machine learning model and set the expectations right. Now we move towards improving the performance.

Ideas for improving ML model performance

Here are a few general ideas to improve any ML model performance.

  • Collecting more data
  • Increase diversity in the training set
  • Trying bigger/smaller network architecture
  • Trying different technique of gradient descent
  • Trying alternate network architecture

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