list 8 sequences
assignment Level : Introductive
chat_bubble_outline Language : English
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Key information

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timer 64 hours in total

About the content

In this class, you will learn fundamental algorithms and mathematical models for processing natural language, and how these can be used to solve practical problems.

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Syllabus

The following topics will be covered in the first two weeks:

  1. Introduction and Overview:
  2. Basic Text Processing: J+M Chapters 2.1, 3.9; MR+S Chapters 2.1-2.2
  3. Minimum Edit Distance: J+M Chapter 3.11
  4. Language Modeling: J+M Chapter 4
  5. Spelling Correction: J+M Chapters 5.9, Peter Norvig (2007) How to Write a Spelling Corrector
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Instructors

  • Christopher Manning
  • Dan Jurafsky
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Content designer

Stanford University
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 States.
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Platform

Coursera

Coursera is a digital company offering massive open online course founded by computer teachers Andrew Ng and Daphne Koller Stanford University, located in Mountain View, California. 

Coursera works with top universities and organizations to make some of their courses available online, and offers courses in many subjects, including: physics, engineering, humanities, medicine, biology, social sciences, mathematics, business, computer science, digital marketing, data science, and other subjects.

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