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Automata Theory and Language Processing

Master the fundamentals of automata theory, formal languages, and computational complexity in this advanced computer science course.

Master the fundamentals of automata theory, formal languages, and computational complexity in this advanced computer science course.

This comprehensive course explores the theoretical foundations of computer science through automata theory and formal languages. Students learn about finite automata, regular expressions, context-free grammars, and Turing machines. The course progresses from basic concepts to advanced topics like decidability and computational complexity, including NP-complete problems. Through rigorous mathematical analysis and practical examples, participants develop a deep understanding of theoretical computer science principles and their applications in computational problem-solving.

Instructors:

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Automata Theory and Language Processing

This course includes

7 Weeks

Of Self-paced video lessons

Advanced Level

Completion Certificate

awarded on course completion

10,974

What you'll learn

  • Master the principles of finite automata and regular expressions

  • Understand context-free grammars and pushdown automata

  • Explore Turing machines and the concept of decidability

  • Analyze computational complexity and NP-complete problems

Skills you'll gain

Automata Theory
Formal Languages
Regular Expressions
Turing Machines
Computational Complexity
NP-Complete Problems
Algorithm Analysis
Discrete Mathematics
Computer Theory
Theoretical Computer Science

This course includes:

PreRecorded video

Graded assignments, exams

Access on Mobile, Tablet, Desktop

Limited Access access

Shareable certificate

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Module Description

This advanced computer science course covers the theoretical foundations of computation and language processing. The curriculum progresses from finite automata and regular languages to context-free grammars, Turing machines, and computational complexity theory. Students learn about closure properties, decision algorithms, and pumping lemmas for various language classes. The course culminates in the study of intractability and NP-complete problems, providing a comprehensive understanding of theoretical computer science principles.

Instructor

Pioneering Computer Scientist and Educator

Jeffrey D. Ullman is the Stanford W. Ascherman Professor of Engineering (Emeritus) in the Department of Computer Science at Stanford University and CEO of Gradiance Corp. After earning his B.S. from Columbia University in 1963 and Ph.D. from Princeton in 1966, he worked at Bell Laboratories before joining Princeton's faculty in 1969. In 1979, he moved to Stanford, where he served as chair of the Computer Science Department from 1990 to 1994. Ullman's contributions to computer science span databases, compilers, automata theory, and algorithms, authoring 16 influential books that have shaped generations of computer scientists. His work with Alfred Aho, particularly on compiler design and algorithms, earned them the 2020 Turing Award, the highest honor in computer science. Ullman's numerous accolades include election to the National Academy of Engineering, the American Academy of Arts and Sciences, and prestigious awards such as the Knuth Prize and the IEEE von Neumann medal. At Stanford, he developed courses on database systems, automata theory, and compilers, while also creating innovative online learning platforms through Gradiance Corporation. His teaching and mentorship have profoundly influenced the field, with many of his students becoming distinguished computer scientists in academia and industry.

Automata Theory and Language Processing

This course includes

7 Weeks

Of Self-paced video lessons

Advanced Level

Completion Certificate

awarded on course completion

10,974

Testimonials

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Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.