Robuta

https://www.python4data.science/en/latest/productive/git/review.html
log: Filter and sort:$ git log [-n COUNT], lists the commit history of the current branch.--n, limits the number of commits to the specified number.,.,,$ git...
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https://www.python4data.science/en/latest/productive/git/advanced/git-big-picture.html
git-big-picture visualises Git repositories as DAGs. The tool comes with some filters to show only the interesting areas, for example the hierarchy of tags and...
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https://www.python4data.science/en/latest/productive/git/advanced/gitlab/merge-requests.html
Merge requests allow you to check source code changes into a branch. When you open a merge request, you can visualise the code changes before merging and work...
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https://pll.harvard.edu/course/introduction-data-science-python
Join Harvard University instructor Pavlos Protopapas in this online course to learn how to use Python to harness and analyze data.
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https://talkpython.fm/episodes/show/467/data-science-panel-at-pycon-2024
I have a special episode for you this time around. We're coming to you live from PyCon 2024. I had the chance to sit down with some amazing people from the...
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https://www.python4data.science/en/latest/productive/git/advanced/jupyter-notebooks.html
Problems with version control of Jupyter Notebooks: There are several issues to manage Jupyter Notebooks with Git: Jupyter Notebooks cell metadata changes even...
jupyter notebooksdata sciencegitpython
https://towardsdatascience.com/agentic-ai-and-the-future-of-python-project-management-tooling/
Sep 8, 2025 - Introducing a pyramid framework of evolution, accelerating and decelerating factors, and strategic recommendations for incumbents and new entrants
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https://www.python4data.science/en/latest/productive/git/advanced/gitlab/ci-cd/github-migration.html
GitLab CI/CD and GitHub Actions have some similarities in configuration, making migration to GitLab CI/CD relatively easy: Workflow configuration files are...
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https://towardsdatascience.com/why-is-my-code-so-slow-a-guide-to-py-spy-python-profiling/
Stop guessing and start diagnosing performance issues using Py-Spy
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https://www.geeksforgeeks.org/data-science/data-science-with-python-tutorial/
Your All-in-One Learning Portal: GeeksforGeeks is a comprehensive educational platform that empowers learners across domains-spanning computer science and...
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https://talkpython.fm/episodes/show/510/10-polars-tools-and-techniques-to-level-up-your-data-science
Are you using Polars for your data science work? Maybe you've been sticking with the tried-and-true Pandas? There are many benefits to Polars directly of...
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https://towardsdatascience.com/is-matplotlib-still-the-best-python-library-for-static-plots-a933c092cd49/
Jan 20, 2025 - Is the ubiquitous original still the master?
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https://towardsdatascience.com/implementing-the-rock-paper-scissors-game-in-python/
Nov 27, 2025 - A beginner-friendly Python tutorial using conditionals and the random module
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https://www.python4data.science/en/latest/productive/git/advanced/gitlab/roles-permissions.html
Depending on the role a person has in a particular group or project, they have different permissions. If the person is in both a project group and the project,...
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https://talkpython.fm/episodes/show/516/accelerating-python-data-science-at-nvidia
Python’s data stack is getting a serious GPU turbo boost. In this episode, Ben Zaitlen from NVIDIA joins us to unpack RAPIDS, the open source toolkit that...
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https://towardsdatascience.com/linguistic-fingerprinting-with-python-5b128ae7a9fc/
Mar 5, 2025 - Attributing authorship with punctuation heatmaps
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https://towardsdatascience.com/15-common-coding-mistakes-data-scientist-make-in-python-and-how-to-fix-them-7760467498af/
Mar 5, 2025 - Getting Started Photo by Joshua Aragon on Unsplash I gradually realized in my data science career that by applying software engineering best practices, you can...
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https://www.python4data.science/en/latest/productive/git/branch.html
$ git branch [-a] [-l " GLOB_PATTERN"], shows all local branches in a repository.--a, also shows all removed branches.,,-l, restricts the branches to...
data sciencegitbranchespython
https://www.python4data.science/en/latest/productive/git/workflows/clean-history.html
With git commit --fixup and git rebase --autosquash you can correct a series of commits relatively easily. To demonstrate this with an example, I present the...
python data sciencechangecommitscleanlog
https://www.python4data.science/en/latest/productive/git/working-areas.html
Git workspaces Git manages multiple locations or workspaces where files are stored: local working copy, contains files and folders that can be edited...
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https://www.infoworld.com/article/2338444/7-newer-data-science-tools-you-should-be-using-with-python.html
Oct 15, 2025 - Already using NumPy, Pandas, and Scikit-learn? Here are seven more powerful data wrangling tools that deserve a place in your toolkit.
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https://posit.co/products/enterprise/academy/
Jun 20, 2025 - The future of data science is open source. Learn the data skills you'll need, including languages like R & Python, with Posit Academy.
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https://www.python4data.science/en/latest/productive/git/advanced/hooks/skip.html
Most Git Git hooks can be bypassed with the--no-verify option. For example, you can skip the pre-commit hook with: If you only want to skip certain Supported...
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https://www.python4data.science/en/latest/productive/git/advanced/gitlab/package-registry.html
You can also publish your distribution packages in the package registry of your GitLab project with uv.
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https://www.dataquest.io/
98% of learners recommend Dataquest for learning Python, R programming, SQL, data engineering, data science, and more.
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https://www.python4data.science/en/latest/productive/git/install-config.html
Installation: For ix distributions, Git should be in the standard repository. Debian/Ubuntu The git-all package provides a complete Git working environment....
data sciencegitinstallationconfigurationpython
https://www.python4data.science/en/latest/productive/git/advanced/hooks/index.html
Git hooks are scripts that are automatically executed when certain events occur in a Git repository, including:,, Command, Hooks,,, git commit,...
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https://www.codecademy.com/learn/paths/learn-python-for-data-science
Get started with Python for Data Science in this beginner-friendly skill path. Includes **Python**, **pandas**, and more.
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https://www.python4data.science/en/latest/productive/git/glossary.html
Branch, A branch is a development line. The last commit on a branch is called the tip of the branch, which is referenced by a head and which moves on as more...
data sciencegitglossarypython
https://www.python4data.science/en/latest/productive/git/advanced/gitlab/ci-cd/docker.html
We use GitLab CI/CD, to create our Python Docker containers. First, we define the Python version in our pyproject.toml file of the project:, We then extract...
docker containersdata sciencebuildingpython
https://www.python4data.science/en/latest/productive/git/advanced/hooks/pre-commit.html
pre-commit is a framework for managing and maintaining multilingual commit hooks. An essential task is to make the same scripts available to the entire...
data scienceprecommitframeworkpython
https://realpython.com/learning-paths/math-data-science/
In this learning path, you'll gain the mathematical foundations you'll need to get ahead with data science.
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https://www.coursera.org/learn/python-data-analysis
Offered by University of Michigan. This course will introduce the learner to the basics of the python programming environment, including ... Enroll for free.
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https://talkpython.fm/episodes/show/392/data-science-from-the-command-line
When you think data science, Jupyter notebooks and associated tools probably come to mind. But I want to broaden your toolset a bit and encourage you to look...
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https://www.python4data.science/en/latest/productive/git/workflows/split-repos.html
Splitting repos: It is often useful to divide a large Git repository into multiple smaller ones. This can be necessary in a project that has grown over time,...
data sciencesplittingmergingrepospython
https://www.python4data.science/en/latest/productive/git/tag.html
Git tags are references that point to specific commits in the Git history. This allows certain points in the history to be marked for a particular version, for...
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https://towardsdatascience.com/creating-an-etch-a-sketch-app-using-python-turtle/
A beginner-friendly Python tutorial
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https://towardsdatascience.com/2025-must-reads-agents-python-llms-and-more/
Dec 20, 2025 - Don't miss our most popular articles of the past year!
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https://www.routledge.com/Data-Science-and-Analytics-with-Python/Rogel-Salazar/p/book/9781032772493
Since the first edition of “Data Science and Analytics with Python” we have witnessed an unprecedented explosion in the interest and development within the
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