Taught by AI pioneer Andrew Ng, this landmark course provides a thorough introduction to machine learning concepts and algorithms. You'll study supervised learning (linear regression, logistic regression, neural networks, SVMs), unsupervised learning (clustering, dimensionality reduction), and best practices in machine learning. Programming exercises use Octave/MATLAB to implement algorithms from scratch, ensuring a deep understanding of the mathematical foundations behind modern machine learning applications.Taught by AI pioneer Andrew Ng, this landmark course provides a thorough introduction to machine learning concepts and algorithms. You'll study supervised learning (linear regression, logistic regression, neural networks, SVMs), unsupervised learning (clustering, dimensionality reduction), and best practices in machine learning. Programming exercises use Octave/MATLAB to implement algorithms from scratch, ensuring a deep understanding of the mathematical foundations behind modern machine learning applications.Taught by AI pioneer Andrew Ng, this landmark course provides a thorough introduction to machine learning concepts and algorithms. You'll study supervised learning (linear regression, logistic regression, neural networks, SVMs), unsupervised learning (clustering, dimensionality reduction), and best practices in machine learning. Programming exercises use Octave/MATLAB to implement algorithms from scratch, ensuring a deep understanding of the mathematical foundations behind modern machine learning applications.