In this article, I will focus on giving you a hands-on guide on how to build a dashboard in Python. As a framework, we will be using Dash, and the goal is to create a basic dashboard with a dropdown and two rea
In this example, we create a sales dashboard GUI with a vertical separator. The separator is created usingttk.Separator(root, orient="vertical")and is packed to the left side of the window withside="left"andfill="y"to stretch it vertically. We add horizontal padding (padx=10) to create...
How to make a REST API using Python Flask? This article will guide you through the first steps to create a REST API using Flask(🌶️). Below you can see the endpoints you’ll have by the end of the tutorial. The documentation presented is also generated by the application you...
29 min read Back To Basics, Part Uno: Linear Regression and Cost Function Data Science An illustrated guide on essential machine learning concepts Shreya Rao February 3, 2023 6 min read Must-Know in Statistics: The Bivariate Normal Projection Explained ...
Minimal changes to your underlying Python script are needed to create an interactive dashboard. Getting Started 1 git clone https://github.com/dockersamples/customer-churnapp-streamlit Key Components An IDE or text editor Python 3.6+ PIP (or Anaconda) Not required but recommende...
Step 1:To launch Jupyter Notebook from the command line, simply open the Anaconda Windows Command Prompt. Then, type ‘Jupyter Notebook’ and press Enter. A Jupyter Notebook dashboard will open on your default browser Step 2:Here, click on New→ then select Python 3 ...
The next step is to construct the dashboard with data coming from Prometheus. First, create a new data source using the JSON API: Next, create adashboard. In this example, it will monitor available RAM in kilobytes over time: Now add a variable that will hold the groups and the hosts....
With the rise of bots, people can create new tools to help make people’s lives easier. In the first part of this bot series, we discussed how to make a Facebook Messenger bot using Python, Flask, and Ngrok. However, for a bot in production, having all the requests processed on your...
This sample shows how to create two AKS-hosted chat applications that use OpenAI, LangChain, ChromaDB, and Chainlit using Python and deploy them to an AKS environment built in Terraform. aks-openai-chainlit-terraformDeploy an OpenAI, LangChain, ChromaDB, and Chainlit chat app in Azure Kubern...
Create a Python App Service in Azure: Start by creating a Python App Service from the Azure portal. Ensure that you select a runtime that supports Python and configure your app as needed. Enable Managed Identity: In the Azure portal, navigate to your App Service and...