The "machine" term is an old way to indicate that a system is a machine learning one rather than a classical statistics one. Arguably, the two most powerful techniques for binary classification on non ...

Rather than treating everything as a binary classification problem, we need to recognize that some problems require more complex deep learning solutions.

Perceptron classification is arguably the most rudimentary machine learning (ML) technique. The perceptron technique can be used for binary classification, for example predicting if a person is male ...

Specialization: Machine LearningInstructor: Geena Kim, Assistant Teaching ProfessorPrior knowledge needed: Calculus, Linear algebra, PythonLearning Outcomes Explain what unsupervised learning is, and ...

Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...