Python 🐍

Concepts

• OOP↗️
• Decorators↗️
• Data Structures
  • Data Structures from Real Python↗️
  • Pandas Data Structures↗️

Libraries

• f-string
• Functools↗️ - higher order functions
• fuzzy string matching:
  • Fuzzy String Matching in Python↗️
  • String Matching with Fuzzywuzzy↗️
• itertools combinations↗️ - efficient iterators
• logging:
  • Loguru↗️

  from loguru import logger
  
  logger.debug(f"{debug_message=}")

  • logzero↗️
• Pathlib
• time:
  • arrow↗️
  • pendulum↗️
• parsing:
  • parsel↗️ - extract data from HTML, JSON and XML documents.
  • Logparser↗️
  • PyArrow - read parquet file with PyArrow↗️
• data engineering
  • pandas
• data science:
  • imbalanced-learn↗️
  • mlxtend↗️
  • nltk
  • orange↗️
  • scikit-learn↗️
  • spacy
  • Python Data Science Handbook↗️
• database management libraries

Environments

• poetry
• pipenv
• conda
• venv
• uv