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Jan 24, 2023 - Python is one of the popular languages of data science. It is one of the leading languages to stay up to date with the latest tools and techniques. Here
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https://www.python4data.science/en/latest/productive/git/advanced/shell.html
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https://talkpython.fm/episodes/show/519/data-science-cloud-lessons-at-scale
Today on Talk Python: What really happens when your data work outgrows your laptop. Matthew Rocklin, creator of Dask and cofounder of Coiled, and Nat Tabris a...
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https://towardsdatascience.com/the-essential-guide-to-r-and-python-libraries-for-data-visualization-33be8511c976/
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https://talkpython.fm/episodes/show/480/ahoy-narwhals-are-bridging-the-data-science-apis
If you work in data science, you definitely know about data frame libraries. Pandas is certainly the most popular, but there are others such as cuDF, Modin,...
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https://www.python4data.science/en/latest/productive/git/work.html
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https://www.analyticsvidhya.com/blog/2021/08/effective-data-visualization-techniques-in-data-science-using-python/?utm_source=reading_list&utm_medium=https://www.analyticsvidhya.com/blog/2021/01/exploratory-data-analysis-on-nyc-taxi-trip-duration-dataset/
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GitLab VS Code Extension integrates GitLab ≥ 13.0 into Visual Studio Code: Display GitLab issues and merge requests, Issues, comments, merge requests and...
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GitLab is a web application for version management based on Git. Later, further functions were added such as an issue tracking system with Kanban board, a...
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https://www.python4data.science/en/latest/productive/git/advanced/bisect.html
git bisect allows you to quickly find a git commit that has introduced a regression. The name bisect comes from the binary search that the command uses. The...
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https://talkpython.fm/episodes/show/322/a-path-into-data-science
Are you interested in getting ahead in data science? On this episode, you'll meet Sanyam Bhutani who studied computer science but found his education didn't...
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Pre-commit can also be used for CI. Examples for GitHub Actions: pre-commit ci, Service that adds the pre-commit ci app to your GitHub repository at...
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Clustering is an unsupervised machine learning technique. This article is an introduction to clustering in python for data science beginners
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https://www.python4data.science/en/latest/productive/git/advanced/index.html
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https://speakerdeck.com/wsvincent/django-for-data-science-boston-python-meetup-march-2025
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git cherry-pick allows you to append arbitrary Git commits to the current HEAD based on their hash value. Cherry-picking is selecting a commit from one branch...
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https://www.theserverside.com/feature/Why-Java-devs-should-switch-to-Python-or-R-for-data-science
Mar 15, 2021 - Java has a lot going for it, but it's not the top language for data science. Java professionals may want to familiarize themselves with Python or R for data...
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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...
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https://www.python4data.science/en/latest/productive/git/rebase.html
The commands git rebase and git merge allow you to merge Git branches. While git merge is always a moving forward change approach, git rebase has powerful...
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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.analyticsvidhya.com/blog/2020/11/top-13-python-libraries-every-data-science-aspirant-must-know-and-their-resources/?utm_source=reading_list&utm_medium=https://www.analyticsvidhya.com/blog/2020/09/indexing-and-selecting-data-in-python-how-to-slice-dice-for-pandas-series-and-dataframe/
Explore the top 20 Python libraries for data science, including NumPy, Pandas, TensorFlow, and more, to boost your data analysis and machine learning.
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https://talkpython.fm/episodes/show/392/data-science-from-the-command-line
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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://www.analyticsvidhya.com/blog/2016/01/complete-tutorial-learn-data-science-python-scratch-2/?utm_source=reading_list&utm_medium=https://www.analyticsvidhya.com/blog/2016/01/python-tutorial-list-comprehension-examples/
This Python tutorial focuses on the basic concepts of Python for data analysis. Learn Python to expand your knowledge and skill set for data science.
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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,...
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https://www.educative.io/courses/introduction-to-data-science-with-python/loops
Learn how Python loops including for and while help automate repetitive tasks and how list comprehensions create efficient lists for data analysis.
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In a large project, single components of a software may be kept in separate repositories. However, sometimes this creates unnecessary complexity, for instance...
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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....
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https://www.coursera.org/learn/sql-data-science/reviews?page=117
Find helpful learner reviews, feedback, and ratings for Databases and SQL for Data Science with Python from IBM. Read stories and highlights from Coursera...
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https://www.analyticsvidhya.com/blog/2020/11/top-13-python-libraries-every-data-science-aspirant-must-know-and-their-resources/?utm_source=reading_list&utm_medium=https://www.analyticsvidhya.com/blog/2022/11/essential-pandas-operations-you-must-bookmark-right-away/
Explore the top 20 Python libraries for data science, including NumPy, Pandas, TensorFlow, and more, to boost your data analysis and machine learning.
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https://www.python4data.science/en/latest/productive/git/workflows/git-flow.html
Git Flow was one of the first proposals for the use of Git branches. It recommended a main branch and a separate develop branch as well as various other...
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