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Advanced Data Fellowship - Python Packages

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Name	Use	Essential?
jupyter	Enables use of the Jupyter Notebook file format.	Yes
pandas	Tool for efficiently working with and analysing spreadsheet-like data formats in Python.	Yes
matplotlib	Creating highly customisable data visualisations.	Yes
seaborn	Creating data visualisations & statistical analysis.	Yes
numpy	Advanced mathematic and statistics calculations.	Yes
scikit-learn	Predictive data analysis and machine learning.	Yes
scipy	Advanced statistics calculations.	Yes
statsmodels	Predictive data analysis and machine learning.	Yes
dash	Creating data dashboards in Python.
ntlk	Natural language processing.
spacy	Natural language processing.
textblob	Natural language processing.
wordcloud	Natural language visualisation.
pillow	Python image library, used by wordcloud.
joblib	Saving and loading machine learning models.
requests	Tool to make queries to API systems to retrieve data.
beautifulsoup4	Webscraping tool for retrieving data from websites.
pmdarima	Advanced time series data analysis tool.
SQLAlchemy	Work with SQL databases from within Python.