https://github.com/fer-aguirre/learn-python

Collection of Python scripts organized by topics 🐍
https://github.com/fer-aguirre/learn-python

learning-exercise learning-python python tutorial-code

Last synced: 6 months ago
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Collection of Python scripts organized by topics 🐍

Host: GitHub
URL: https://github.com/fer-aguirre/learn-python
Owner: fer-aguirre
Created: 2021-11-20T05:19:01.000Z (almost 4 years ago)
Default Branch: main
Last Pushed: 2023-07-25T19:33:25.000Z (about 2 years ago)
Last Synced: 2025-02-15T14:49:58.711Z (8 months ago)
Topics: learning-exercise, learning-python, python, tutorial-code
Language: Jupyter Notebook
Homepage:
Size: 3.86 MB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 2
Metadata Files:
- Readme: README.md

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README

          # Learn Python 🐍

Collection of Python scripts organized by topics with code examples.

## Contents

#### Comprehension, Lambdas and High-order Functions

- [List Comprehension](https://github.com/fer-aguirre/learn-python/blob/master/comprehensions/list_comprehensions.ipynb)

- [Dictionary Comprehension](https://github.com/fer-aguirre/learn-python/blob/master/comprehensions/dict_comprehensions.ipynb)

- [Anonymous Function](https://github.com/fer-aguirre/learn-python/blob/master/functions/anonymous_functions.ipynb)

- [High-Order Functions](https://github.com/fer-aguirre/learn-python/blob/master/functions/high_order_functions.ipynb)

- [Data Filter Function](https://github.com/fer-aguirre/learn-python/blob/master/functions/data_filter.ipynb)

#### Error Handling

- [Exceptions](https://github.com/fer-aguirre/learn-python/blob/master/handle_errors/exceptions.ipynb)

  - [Debugging with Exceptions](https://github.com/fer-aguirre/learn-python/blob/master/handle_errors/debugging_exceptions.py)

- [Assert Statements](https://github.com/fer-aguirre/learn-python/blob/master/handle_errors/assert_statements.ipynb)

  - [Debugging with Assert Statements](https://github.com/fer-aguirre/learn-python/blob/master/handle_errors/debugging_assert.py)

- [Hangman Game](https://github.com/fer-aguirre/learn-python/blob/master/handle_errors/hangman_game.py)

#### Static Typing

  - [Static Typing with Primitive Data Types](https://github.com/fer-aguirre/learn-python/blob/master/static_typing/st_data_types.ipynb)

  - [Static Typing with Data Structures](https://github.com/fer-aguirre/learn-python/blob/master/static_typing/st_data_structures.ipynb)

    - [Palindrome Function](https://github.com/fer-aguirre/learn-python/blob/master/static_typing/palindrome.py)

    - [Prime Number Function](https://github.com/fer-aguirre/learn-python/blob/master/static_typing/prime_number.py)

    - [Testing Methods](https://github.com/fer-aguirre/learn-python/blob/master/static_typing/test.py)

#### Object-Oriented Programming

- [Classes](https://github.com/fer-aguirre/learn-python/blob/master/object-oriented_programming/classes.ipynb)

- [Decomposition](https://github.com/fer-aguirre/learn-python/blob/master/object-oriented_programming/decomposition.ipynb)

- [Abstraction](https://github.com/fer-aguirre/learn-python/blob/master/object-oriented_programming/abstraction.ipynb)

- [Encapsulation](https://github.com/fer-aguirre/learn-python/blob/master/object-oriented_programming/encapsulation.ipynb)

#### Advanced Functions Concepts

  - [Scopes](https://github.com/fer-aguirre/learn-python/blob/master/functions_concepts/scopes.ipynb)

  - [Closures](https://github.com/fer-aguirre/learn-python/blob/master/functions_concepts/closures.ipynb)

  - [Decorators](https://github.com/fer-aguirre/learn-python/blob/master/functions_concepts/decorators.ipynb)

    - [Time Execution](https://github.com/fer-aguirre/learn-python/blob/master/functions_concepts/time_execution.py)

    - [Custom Message](https://github.com/fer-aguirre/learn-python/blob/master/functions_concepts/custom_message.py)

    - [Date Message](https://github.com/fer-aguirre/learn-python/blob/master/functions_concepts/date_message.py)

#### Advanced Data Structures

  - [Iterators](https://github.com/fer-aguirre/learn-python/blob/master/iterators/iterators.ipynb)

    - [Fibonacci](https://github.com/fer-aguirre/learn-python/blob/master/iterators/fibonacci.py)

  - [Generators](https://github.com/fer-aguirre/learn-python/blob/master/generators/generators.ipynb)

    - [Fibonacci](https://github.com/fer-aguirre/learn-python/blob/master/generators/fibonacci.py)

    - [Fibonacci Limit](https://github.com/fer-aguirre/learn-python/blob/master/generators/fibonacci_limit.py)

  - [Sets](https://github.com/fer-aguirre/learn-python/blob/master/sets/sets.ipynb)

    - [Sets Operations](https://github.com/fer-aguirre/learn-python/blob/master/sets/sets_operations.ipynb)

    - [Remove Duplicates](https://github.com/fer-aguirre/learn-python/blob/master/sets/remove_duplicates.py)

#### Modules

- [datetime](https://github.com/fer-aguirre/learn-python/blob/master/modules/datetime.ipynb)

- [pytz](https://github.com/fer-aguirre/learn-python/blob/master/modules/pytz.ipynb)

- [os](https://github.com/fer-aguirre/learn-python/blob/master/modules/os.ipynb)

- [pathlib](https://github.com/fer-aguirre/learn-python/blob/master/modules/pathlib.ipynb)

- [pyfilesystem2](https://github.com/fer-aguirre/learn-python/blob/master/modules/pyfilesystem2.ipynb)

- [pyhere](https://github.com/fer-aguirre/learn-python/blob/master/modules/pyhere.ipynb)

- [numpy](https://github.com/fer-aguirre/learn-python/blob/master/modules/numpy.ipynb)

- [pandas](https://github.com/fer-aguirre/learn-python/tree/master/modules/pandas)

  - [Series, Indexing](https://github.com/fer-aguirre/learn-python/blob/master/modules/pandas/series_indexing.ipynb)

  - [Pivot Table](https://github.com/fer-aguirre/learn-python/blob/master/modules/pandas/pivot_table.ipynb)

  - [Select Data](https://github.com/fer-aguirre/learn-python/blob/master/modules/pandas/select_data.ipynb)

  - [Data Types](https://github.com/fer-aguirre/learn-python/blob/master/modules/pandas/datatypes.ipynb)

  - [Math Functions](https://github.com/fer-aguirre/learn-python/blob/master/modules/pandas/math_functions.ipynb)

#### Natural Language Processing

- [Introduction](https://github.com/fer-aguirre/learn-python/blob/master/nlp/introduction.ipynb)

- [Lexical Diversity](https://github.com/fer-aguirre/learn-python/blob/master/nlp/lexical_diversity.ipynb)

- [Language Statistics](https://github.com/fer-aguirre/learn-python/blob/master/nlp/language_statistics.ipynb)

- [N-grams](https://github.com/fer-aguirre/learn-python/blob/master/nlp/n-grams.ipynb)

- [Collocations](https://github.com/fer-aguirre/learn-python/blob/master/nlp/collocations.ipynb)

- [Lexical Resources](https://github.com/fer-aguirre/learn-python/blob/master/nlp/lexical_resources.ipynb)

- [WordNet](https://github.com/fer-aguirre/learn-python/blob/master/nlp/wordnet.ipynb)

- [Semantic Similarity](https://github.com/fer-aguirre/learn-python/blob/master/nlp/semantic_similarity.ipynb)

- [Processing Plain Text](https://github.com/fer-aguirre/learn-python/blob/master/nlp/process_plain_text.ipynb)

- [Part of Speech (POS) Tagging](https://github.com/fer-aguirre/learn-python/blob/master/nlp/pos_tagging.ipynb)

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