Faculty
Program Benefits
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Popular Courses
Natural Language Processing with Deep Learning
Explore fundamental concepts of NLP and its role in current and emerging technologies. Gain a thorough understanding of modern neural network algorithms for the processing of linguistic information.
Machine Learning
In this broad introduction, learn about both supervised and unsupervised learning as well as learning theory, reinforcement learning and control. Explore recent applications of machine learning and design and develop algorithms for machines.
Machine Learning with Graphs
Explore the computational, algorithmic, and modeling challenges specific to the analysis of massive graphs. Master machine learning and data mining techniques that can improve prediction and reveal insights on a variety of networks.
Natural Language Understanding
Learn to develop systems and algorithms for robust machine understanding of human language. Explore the creation of word vectors, relation extraction, and natural language inference and complete the course with an original project.
Reinforcement Learning
Master principles of reinforcement learning and deep RL. Learn about core RL approaches and challenges including generalization, exploration, and optimization. Explore open challenges and hot topics in reinforcement learning.
Graduate or Professional Program - which is right for you?
Time Commitment
Achievement
Learning Supports
Cost
Graduate Certificate Courses
90–120 hours per course
Earn up to 18 units of academic credit that may contribute to a certificate or a degree
Faculty office hours, graduate Course Assistants, student message forum
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Professional Certificate Courses
80–120 hours per course
Earn a certificate and professional education units
Industry-oriented Course Facilitators, online community of peers
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Venenatis laoreet lacus
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam varius mi vitae ornare dapibus. Fusce risus mauris, convallis in turpis id, venenatis laoreet lacus.
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Venenatis laoreet lacus
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam varius mi vitae ornare dapibus. Fusce risus mauris, convallis in turpis id, venenatis laoreet lacus.
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Venenatis laoreet lacus
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam varius mi vitae ornare dapibus. Fusce risus mauris, convallis in turpis id, venenatis laoreet lacus.
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Venenatis laoreet lacus
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam varius mi vitae ornare dapibus. Fusce risus mauris, convallis in turpis id, venenatis laoreet lacus.
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Venenatis laoreet lacus
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam varius mi vitae ornare dapibus. Fusce risus mauris, convallis in turpis id, venenatis laoreet lacus.
Faculty
FAQ
Take online courses in marketing innovation from Stanford University. Hone your ability to generate and implement new ideas and lead innovative teams and organizations. Taught by world-class Stanford faculty, these courses are engaging, interactive, and full of useful practices and strategies that you can apply immediately: