|machine learning coursera notes||1.07||0.9||5440||57|
Andrew Ng ’s Machine Learning is one of the most popular courses on Coursera, and probably the most popular course on machine learning/AI. I enrolled it a while ago and forgot it after watching a few lectures.What are the best resources for learning machine learning?
Resource are mostly from online course platforms like DataCamp, Coursera and Udacity. Hard-written notes and Lecture pdfs from Machine Learning course by Andrew Ng on Coursera. Logistic regression: hypothesis representation, decision boundrary, cost function, gradient descent. Overfitting: reduce feature space; regularization.What is machine learning in real estate?
Machine learning is a science that gives computers the ability to learn without explicitly programmed. For example, given training data with housing size and price, which represents feature and label respectively.What is multi-class classification in machine learning?
When new data comes in, our training model predicts its label, that is, label 1 (Malignant) or label 0 (Benign). It’s called Binary or Binomial Classification if we group data in two kinds of label. It’s called Multi-class or Multinomial Classification if we group data in more than two kinds of label.