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Power BI Dashboard

A Power BI dashboard is a single page, often called a canvas, that uses visualizations to tell a story. Because it is limited to one page, a well-designed dashboard contains only the most-important elements of that story.

The visualizations visible on the dashboard are known as tiles…

Data Reduction

Datasets nowadays are very detailed, including more features in the model makes the model more complex, and the model may be overfitting the data. Some features can be the noise and potentially damage the model. By removing those unimportant features, the model may generalize better.

The SkLearn website listed different…

Neo4j stores and manages data in its more natural, connected state, maintaining data relationships that deliver lightning-fast queries, the deeper context for analytics, and a pain-free modifiable data model.

In simple words, Neo4j is the MySQL of the graph databases. It provides a graph database management system, a language to…

Orange Tool

What Is Orange Tool?

Orange is a data visualization, machine learning, and data mining toolkit that is open-source. It comes with a visual programming front-end for exploratory data analysis and interactive data visualization, as well as the ability to utilize it as a Python library. Orange is a component-based software…

Fig 1. Model development phases

What is Data Pre-Processing?

Data pre-processing involves transforming raw data to well-formed data sets so that data mining analytics can be applied. Raw data is often incomplete and has inconsistent formatting.

Data pre-processing is used in both database-driven and rules-based applications. In machine learning processes, data pre-processing is critical for…

Ritik Patel

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