Machine Learning, Gradient Descent, Stochastic Gradient, Data Science, Learning Curve.
the correct direction. The key is to ensure that the variance in the updates is manageable, which could make the path towards the minimum noise. This is typically controlled by gradually reducing the learning rate, allowing SGD to converge effectively. Conclusion Gradient Descent and its variant,