Your First Step Towards Neural Networks & Machine Studying
What you’ll be taught
Perceive the basics of a easy perceptron mannequin, together with its construction, working rules, and activation capabilities.
Manually compute perceptron outputs for binary classification issues, particularly utilizing the AND gate as a foundational instance.
Apply weight updates utilizing primary studying guidelines, and visualize how the perceptron learns from coaching knowledge.
Develop instinct for neural community habits, laying a robust conceptual basis for extra superior AI and machine studying fashions.
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