courseraFreeCertificate Available
Machine Learning
Stanford's legendary ML course by Andrew Ng. Learn supervised and unsupervised learning.
Stanford University•By Andrew Ng
4.9
(182,453 reviews)•4,800,000 students enrolledAbout this course
Master the fundamentals of machine learning. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition. Topics include supervised learning, unsupervised learning, best practices in machine learning, and case studies.
Skills you'll gain
Machine LearningLogistic RegressionNeural NetworksPython
Syllabus
1
Introduction to Machine Learning2
Linear Regression with One Variable3
Linear Algebra Review4
Linear Regression with Multiple Variables5
Logistic Regression6
Regularization7
Neural Networks: Representation8
Neural Networks: Learning9
Advice for Applying Machine Learning10
Machine Learning System Design11
Support Vector MachinesFree
Certificate: $49
Duration11 weeks
Effort5-7 hours/week
Levelintermediate
LanguageEnglish
SubtitlesSpanish, Chinese, French +1