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Oct 28, 2020 · Jupyter Notebook (Notebook from here onwards) is a great tool for exploring and experimenting. However, things can get cluttered and messy quickly when using Notebook. Keeping your workflow clean, organised and easy-to-understand is an important skill and will serve you well in your professional career.
- Jupyter Notebook Extensions For A Fully Organized Data ...
If I don’t keep well organized during all this process, I...
- Jupyter Notebook Best Practices. Concise advice that will ...
Learn the Jupyter Keyboard Shortcuts. Print the list and...
- Jupyter Notebook Extensions For A Fully Organized Data ...
- Ensure your Notebook stays focused. The Dilemma: One comprehensive Notebook vs. Multiple specialized Notebooks. So you’re asked to work on daily sales data for a French bakery—croissants, baguettes, and all those delicious goodies.
- Mastering Markdown usage. Now that you have chosen the scope of your Notebook, you need to pay attention to the format. Imagine you’ve crafted the perfect baguette.
- Cell execution order discipline. It’s great to have a well-organized and nicely presented notebook, but having one that runs smoothly is even better!
- Optimized data loading and memory management. Although optimizing data loading and memory management isn’t particularly relevant to our study of French bakery sales, it’s still important to be aware of the pitfalls that can arise from a lack of attention to these issues.
The problem is about understanding the optimal ways to organize Jupyter Notebooks for a project. Jupyter Notebooks are open-source web applications that allow the creation and sharing of documents containing live code, equations, visualizations, and narrative text. They are widely used in data science, machine learning, and related fields.
Jul 28, 2020 · If I don’t keep well organized during all this process, I can’t manage to come to the end of the project until the deadline. In this article, I am going to share the Jupyter notebook extensions I use everyday while working on a project. How to install Jupyter notebook extensions? In the terminal: pip install jupyter_contrib_nbextensions
Mar 27, 2019 · Learn the Jupyter Keyboard Shortcuts. Print the list and hang it on the wall next to your screen. Get to know Jupyter extensions: Codefolding, Hide input all, Variable Inspector, Split Cells Notebook, zenmode and many more. Jupyter Widgets (sliders, buttons, dropdown-menus, …) allow you to build interactive GUIs.
- Dominik Haitz
Apr 13, 2023 · Basic Functionality. Jupyter Notebook is organized into cells, which can contain code, text, or other content. Code cells allow you to write and execute code in real-time, while Markdown cells allow you to add text, headings, and formatting to your notebook.
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May 7, 2024 · These Jupyter Notebook tips showcase the flexibility and interoperability of Jupyter Notebooks, enabling you to combine multiple programming languages and tools seamlessly within a single notebook. 18. Install other kernels for Jupyter. One of the nice features about Jupyter is ability to run kernels for different languages.
