references.bib

---
---

@misc{vatsal_2022,
    title = {Comprehensive guide to python virtual environments using Conda for data scientists},
    url = {https://towardsdatascience.com/comprehensive-guide-to-python-virtual-environments-using-conda-for-data-scientists-6ebea645c5b},
    journal = {Medium},
    publisher = {Towards Data Science},
    author = {Vatsal},
    year = {2022},
    month = {May}
}

@misc{sarmiento_2020,
    title = {The Definitive Guide to Conda Environments},
    url = {https://towardsdatascience.com/a-guide-to-conda-environments-bc6180fc533},
    journal = {Medium},
    publisher = {Towards Data Science},
    author = {Sarmiento, Matthew},
    year = {2020},
    month = {Feb}
}

@misc{git_cheat_sheet,
    title = {GitHub: Git Cheat Sheet},
    url = {https://education.github.com/git-cheat-sheet-education.pdf},
    author = {GitHub}
}

@misc{learn_git,
    title = {Learn git with bitbucket cloud: Atlassian Git Tutorial},
    url = {https://www.atlassian.com/git/tutorials/learn-git-with-bitbucket-cloud},
    author = {Atlassian}
}

@misc{learn_github,
    title = {Get Started with GitHub},
    url = {https://docs.github.com/en/get-started},
    author = {GitHub}
}

@misc{real_python_2021,
    title = {Jupyter Notebook: An introduction},
    url = {https://realpython.com/jupyter-notebook-introduction/#further-reading},
    journal = {Real Python},
    publisher = {Real Python},
    author = {Real Python},
    year = {2021},
    month = {Feb}
}

@misc{pryke_2022,
    title = {How to use Jupyter Notebook: A beginner's tutorial},
    url = {https://www.dataquest.io/blog/jupyter-notebook-tutorial/},
    journal = {Dataquest},
    author = {Pryke, Benjamin},
    year = {2022},
    month = {Jun}
}

@book{vanderplas_2017,
    place = {Beijing etc.},
    title = {Python Data Science Handbook: Essential Tools for working with data},
    publisher = {O'Reilly},
    author = {Vanderplas, Jacob T.},
    year = {2017}
}

@misc{grupman_2021,
    title = {28 Jupyter notebook tips, tricks, and shortcuts},
    url = {https://www.dataquest.io/blog/jupyter-notebook-tips-tricks-shortcuts/},
    journal = {Dataquest},
    author = {Grupman, Celeste},
    year = {2021},
    month = {Dec}
}

@misc{pryke_2021,
    title = {Tutorial: Advanced jupyter notebooks},
    url = {https://www.dataquest.io/blog/advanced-jupyter-notebooks-tutorial/},
    journal = {Dataquest},
    author = {Pryke, Benjamin},
    year = {2021},
    month = {Nov}
}

@misc{rhiever,
    title = {Rhiever/data-analysis-and-machine-learning-projects: Repository of teaching materials, code, and data for my data analysis and machine learning projects.},
    url = {https://github.com/rhiever/Data-Analysis-and-Machine-Learning-Projects},
    journal = {GitHub},
    author = {Rhiever}
}

@misc{tomasbeuzen,
    title = {Tomasbeuzen/python-programming-for-data-science: Content from the University of British Columbia's Master of Data Science course DSCI 511.},
    url = {https://github.com/TomasBeuzen/python-programming-for-data-science},
    journal = {GitHub},
    author = {TomasBeuzen}
}

@misc{packtpublishing,
    title={Packtpublishing/hands-on-exploratory-data-analysis-with-python: Hands-on exploratory data analysis with Python, published by Packt},
    url={https://github.com/PacktPublishing/Hands-on-Exploratory-Data-Analysis-with-Python},
    journal={GitHub},
    author={PacktPublishing}
}

@misc{scikit_preprocessing,
    title={6.3. Preprocessing Data},
    url={https://scikit-learn.org/stable/modules/preprocessing.html},
    journal={scikit}
}

@misc{scikit_imputation,
    title={6.4. Imputation of missing values},
    url={https://scikit-learn.org/stable/modules/impute.html},
    journal={scikit}
}

@misc{reid_2021,
    title={13 ways to access data in Python},
    url={https://towardsdatascience.com/13-ways-to-access-data-in-python-bac5683e0063},
    journal={Medium},
    publisher={Towards Data Science},
    author={Reid, John Micah},
    year={2021},
    month={Oct}
}