Channel: tanmay bakshi

Category: Science & Technology

Tags: perceptrondeep learning coursepython machine learningneural networksmachine learning coursefunction optimizationmachine learning in pythonfunction derivativederivativesdeep learningtensorflowpytorchdeep learning from scratchgradient descentgradient descent neural networks

Description: In episode 2 of Learn Deep Learning from Scratch, I introduce you to the concept of "Perceptrons", the basic building block of neural networks and deep learning algorithms. Then, I show you what it means to use gradient descent to "optimize" or "train" these perceptrons. On the way, I show you what it means to find the derivative of a function and how we use it in gradient descent.