Machine Learning, Data Science, Data Modeling.
features good enough? Did we choose the right model for the problem? Again, add complexity step-by-step and always check the performance after each change. Verify that the loss decreases with every added complexity. 4. Regularize the model Now we have verified that the model can learn and has