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Computational Linguistics
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Programming
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Python (Primary Language for NLP)
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Python Basics
1.
Installation & environment setup
2.
Python interpreter
3.
Variables & dynamic typing
4.
Data types: int, float, str, bool, None
5.
String operations & formatting (f-strings)
6.
Lists, Tuples, Sets, Dictionaries
7.
List comprehensions
8.
Slicing
9.
Functions (def, return, *args, **kwargs)
10.
Lambda functions
11.
Built-in functions (map, filter, zip, enumerate, sorted)
12.
Modules & imports
13.
File I/O (open, read, write, with statement)
14.
Exception handling (try, except, finally)
15.
Iterators & generators