Jun 22, 20234 minDay 5: summary of introduction to machine learningMachine learning is the science of getting computers to learn without being explicitly programmed Supervised learning Supervised learning...
Jun 21, 20232 minDay 4: Learning rateThe posts on the machine learning series are notes from the Machine Learning Specialization course offered by Deeplearning.ai and...
Jun 20, 20235 minDay 3: Gradient descent (part 2)Gradient Descent Gradient descent is an algorithm that you can use to find the value of w and b in a more systematic way, which results...
Jun 19, 20233 minDay 2: Train the model with gradient descentpreviously, we saw visualizations of the cost function J and how we can try different choices of parameters w,b and see what cost value...
Jun 16, 20232 minDay 1: Cost Function (examples)yesterday's recap: we looked at a brief introduction to Machine Learning, linear regression, the model function, and cost function. We...