Introduction to Machine Learning 8/9

Jun 22, 20234 min read

Day 5: summary of introduction to machine learning

Machine learning is the science of getting computers to learn without being explicitly programmed Supervised learning Supervised learning...

Jun 21, 20232 min read

Day 4: Learning rate

The posts on the machine learning series are notes from the Machine Learning Specialization course offered by Deeplearning.ai and...

Jun 20, 20235 min read

Day 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 min read

Day 2: Train the model with gradient descent

previously, 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 min read

Day 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...