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Regular Expressions RegEx

Track :

Programming

Lessons no : 16

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What will you learn in this course?
  • Master constructing basic and advanced regular expressions for pattern matching and data extraction
  • Apply regular expressions to automate web scraping, data cleaning, and natural language processing tasks
  • Utilize regular expressions for efficient search, replace, and data transformation in programming projects
  • Implement regular expressions to validate input data, such as emails, phone numbers, and custom formats
  • Analyze and optimize regular expressions for performance in large-scale data processing
  • Leverage regular expressions to develop robust data validation and filtering solutions
  • Integrate regular expressions with programming languages for seamless pattern matching and text manipulation
  • Understand regular expression closure properties to build complex, reliable pattern matching algorithms

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Lessons | 16


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The most basic regular expression consists of a single literal character, such as a. It matches the first occurrence of that character in the string. ... In a programming language, there is usually a separate function that you can call to continue searching through the string after the previous match.Regular Expressions are useful for numerous practical day to day tasks that a data scientist encounters. They are used everywhere from data pre-processing to natural language processing, pattern matching, web scraping, data extraction and what not!Write the regular expression for the language accepting all the string containing any number of a's and b's. Solution: The regular expression will be: r.e. = (a + b)*.The regular languages are closed under complement, union, intersection, concatenation, and star. Proof The closure properties under union, concatenation, and star follow from the fact that the regular languages are those that are expressible with regular expressions.Regular expressions are useful in search and replace operations. The typical use case is to look for a sub-string that matches a pattern and replace it with something else. Most APIs using regular expressions allow you to reference capture groups from the search pattern in the replacement string.