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Stanford University's 7-week course explores Automata Theory, covering finite automata, regular languages, context-free grammars, Turing machines, and intractable problems. Requires 5-10 hours/week. Discover free online courses taught by Stanford University. Watch videos, do assignments, earn a certificate while learning from some of the best.
Specialization - 3 course series. The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. This beginner-friendly program will teach you the fundamentals of machine learning and how to use these techniques to build real-world AI applications.
Online, self-paced, EdX Tuition. Paid after free trial. Notes. Stanford courses offered through edX are subject to edX’s pricing structures. Some courses may be audited for free. In a subset of these courses, you can pay to earn a verified certificate. Click “ENROLL NOW” to visit edX and get more information on course details and enrollment.
Stanford's "Introduction to Statistics" teaches you statistical thinking concepts that are essential for learning from data and communicating insights. By the end of the course, you will be able to perform exploratory data analysis, understand key principles of sampling, and select appropriate tests of significance for multiple contexts.
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Introduction to applied machine learning. In this course, you'll learn about machine learning techniques such as linear regression, logistic regression, naive Bayes, SVMs, clustering, and more. In addition, you'll also learn the practical, hands-on, skills and techniques needed to get learning techniques to work well in practice.
The Leland Stanford Junior University, commonly referred to as Stanford University or Stanford, is an American private research university located in Stanford, California on an 8,180-acre (3,310 ha) campus near Palo Alto, California, United ...
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