MySQL provides REPLACE() function to search and replace string. Here is an example how to use it.
UPDATE tableName SET fieldname = REPLACE(fieldname, 'replace this string', 'with that string'); --Replace Smth with Smith from lastname value. UPDATE Person SET lastname = REPLACE(lastname, 'Smth', 'Smith');