From 9cbdc67885c56320ececefebce8334a4279cc2be Mon Sep 17 00:00:00 2001 From: 14Richa Date: Sat, 27 Jan 2024 16:54:12 +0530 Subject: [PATCH] new post --- _posts/2024-01-07-jupyternotebook.md | 61 ++++++++++++++++++++++++++++ 1 file changed, 61 insertions(+) create mode 100644 _posts/2024-01-07-jupyternotebook.md diff --git a/_posts/2024-01-07-jupyternotebook.md b/_posts/2024-01-07-jupyternotebook.md new file mode 100644 index 0000000..8208c14 --- /dev/null +++ b/_posts/2024-01-07-jupyternotebook.md @@ -0,0 +1,61 @@ +--- +layout: post +title: "Jupyter Power in VS Code" +author: "Richa" +--- + +I recently came across the functionalities offered by the [Jupyter extension](https://code.visualstudio.com/docs/datascience/jupyter-notebooks) within Visual Studio Code, and I must say, it's been a game-changer in my development toolkit. The Jupyter extension seamlessly integrates the notebook environment directly into the VS Code interface, allowing users to create, edit, and run Jupyter Notebooks effortlessly. + +### What are Jupyter Extensions? + +Jupyter extensions are add-ons that extend the capabilities of Jupyter notebooks within VS Code. They offer a range of features, from simplifying code formatting to enabling interactive visualizations and customizing the notebook interface. + +### Setting Up Jupyter Notebooks in VS Code + +To get started with Jupyter extensions in Visual Studio Code, it's important to set up a Jupyter notebook file. +Follow these steps: + +- Navigate to the File menu and select "New File" (or use the shortcut Ctrl + N / Cmd + N). +- Save the file with the extension .ipynb (e.g., example_notebook.ipynb). + +**Structure of Jupyter Notebooks** + +Jupyter notebooks consist of cells that can contain either Markdown text or code. Here's how to create and run cells in your notebook: + +- Markdown Cells: To create a Markdown cell, select the "+" button in the toolbar and choose "Markdown." +- Code Cells: For code cells, select the "+" button and choose "Code." Enter your Python code in these cells. + +**Running Cells** + +- To run a Markdown cell, simply write your text and proceed to the next cell. +- To run a code cell, input your Python code and press Shift + Enter to execute it. + +Now that our Jupyter notebook is ready, let's explore the capabilities of Jupyter extensions within Visual Studio Code. + +### Exploring Jupyter Extensions: Examples + +- **Interactive Charts with matplotlib** + +The matplotlib extension allows you to create visualizations directly within Jupyter notebooks in VS Code. Below is an example of a line plot using matplotlib: + +``` +import matplotlib.pyplot as plt + +# Sample data +x = [1, 2, 3, 4, 5] +y = [10, 15, 13, 18, 20] + +# Create a line plot +plt.plot(x, y) +plt.xlabel('X-axis') +plt.ylabel('Y-axis') +plt.title('Line Plot') +plt.show() +``` + +Result: + +![example mage](https://raw.githubusercontent.com/14Richa/testga/main/jupyternotebookresult.png) + + +Find a comprehensive demonstration of Jupyter notebook extensions in action within the project repository: [Patient-Readmission-Analysis](https://github.com/14Richa/Patient-Readmission-Analysis), showcasing the practical utilization of these extensions in real healthcare data analysis. \ No newline at end of file