Abstract The term social media refers to a computer-based technology that facilitates the sharing of ideas, thoughts, and information through virtual networks and communities. Social media is internet-based and gives users quick electronic communication of content, such as personal information, documents, videos, and photos. …

Task: Dataset used: https://archive.ics.uci.edu/ml/machine-learning-databases/00383/ Task 1: Dataset Description using Orange tool. What is need to be done to improve the accuracy of classification result of the given dataset? Get the maximum classification accuracy possible by performing following methods. →Pre-processing o Encoding o Normalization o Missing value handling o Feature Selection Compare…

Introduction Age and gender prediction are used extensively in the field of computer vision for surveillance. Advancement in computer vision makes this prediction even more practical and open to all. Significant improvements have been made in this research area due to its usefulness in intelligent real-world applications. Application A human…

Any kind of prediction is a difficult task in the real world, especially where the future is very dynamic. The stock market is highly volatile and unpredictable by nature. Therefore, investors are always taking risks in hopes of making a profit. People want to invest in the stock market and…

A Power BI report is a multi-perspective look at a dataset, with visualisations representing various discoveries and insights from that dataset. A report might include a single graphic or several visuals on multiple pages. You could be a report designer, depending on your position. You may also be a business…

Data Reduction: Since data mining is a technique that is used to handle huge amount of data. While working with huge volume of data, analysis became harder in such cases. In order to get rid of this, we uses data reduction technique. …

Power BI Power BI is a business analytics service by Microsoft. It aims to provide interactive visualizations and business intelligence capabilities with an interface simple enough for end users to create their own reports and dashboards. Power BI Flow: Generally, the flow starts at the Power BI Desktop, where a report is…

What are Dashboards? A dashboard is a visual display of all of your data. While it can be used in all kinds of different ways, its primary intention is to provide information at-a-glance, such as KPIs. A dashboard usually sits on its own page and receives information from a linked…

Data processing is manipulation of data by a computer. It includes the conversion of raw data to machine-readable form, flow of data through the CPU and memory to output devices, and formatting or transformation of output. …