Stanford Online

Machine Learning Specialization

Andrew Ng's Machine Learning Specialization is arguably the most influential ML course ever created. Updated for 2024, it covers supervised learning, unsupervised learning, and best practices for building ML systems — all with Python and NumPy. Free to audit on Coursera; a paid certificate is available for those who want official recognition.

Skills You'll Learn

• Supervised learning algorithms
• Unsupervised learning
• Neural network training
• ML system design
• Python and NumPy
• Regularization and optimization

Topics Covered

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