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Articles on AI engineering, inference systems, and building production AI.

Journey of Gradient Descent — From Local to Global

Journey of Gradient Descent — From Local to Global

The journey of Gradient Descent — From Local to Global In my previous article, I covered the intuition of gradient descent with the implementation of the mathem…

Feb 25, 2021gradient-descentmathematicsdata-science
Gradient Descent

Gradient Descent

Gradient Descent is the basic parameter optimization technique used in the field of machine learning. It is actually based on the slope of the cost function wit…

Feb 9, 2021jupyter-notebooklinear-regressiongradient-descent