Archives for data visualisation
Deploying dashboards made easier and faster by Streamlit.
The post Build and deploy your first real-time dashboard with Streamlit appeared first on Analytics India Magazine.
Data visualization assists to tell the story about the data more efficiently and makes it presentable. Sometimes it is difficult to explain the variation in the data with a static chart, for this, there are animation libraries.
Proplot is a wrapper of the matplotlib library for the visualization of data.
The Linear Discriminant Analysis (LDA) is a method to separate the data points by learning relationships between the high dimensional data points and the learner line. It reduces the high dimensional data to linear dimensional data.
In this article, we will look at how to use graph objects (module) of the Plotly library, explaining it from the ground up, and covering all of the most commonly used charts.
SHAP values (SHapley Additive exPlanations) is an awesome tool to understand your complex Neural network models and other machine learning models such as Decision trees, Random forest.
A diverse, well-groomed portfolio can make all the difference in getting a job!
In the context of analytics, data visualization is critical because it allows users or clients to view large amounts of data and simultaneously extract important insights that can propel the business forward.
Plotly Express is a free and open-source Python visualization library for creating interactive and beautiful visualizations.
Business intelligence tools help companies extract actionable insights from data to help them make informed decisions.