Introduction In finance, a loan is the lending of money by one or more individuals, organizations, or other entities to other individuals, organizations etc. The recipient (i.e., the borrower) incurs a debt and is usually liable to pay interest on that debt until it is repaid as well as to repay the principal amount borrowed. The major aim of this notebook is to predict which of the customers will have their loan approved.

What is Computer Vision? — Computer Vision is the field of study that enables computers to see and identify digital images and videos as a human would. The challenges it faces largely follow from the limited understanding of biological vision. Computer Vision involves acquiring, processing, analyzing, and understanding digital images to extract high-dimensional data from…

From visualization select a ribbon chart to visualize data which data category has the highest rank (largest value). Publish this report select publish in file section:

Power BI dashboard is a tool businesses use to help track, analyse, and display data, usually to gain deeper insight into the overall wellbeing of the organization, a department, or even a specific process. Behind the scenes, dashboards connect all kinds of different metrics, data sources, APIs, and services — and they help companies extract relevant information from those sources and display it in user-friendly ways.

Dataset Used: Iris Dataset The Iris flower data set is a multivariate data set introduced by the British statistician and biologist Ronald Fisher in his 1936 paper The use of multiple measurements in taxonomic problems. It is sometimes called Anderson’s Iris data set because Edgar Anderson collected the data to quantify the morphologic variation…

What is Power BI? Power BI is a software to create & publish reports and data stories from your data-sets. You can make highly interactive, engaging and powerful reports, dashboards or visuals with Power BI. …

Neo4j Tool Neo4j Bloom is a data exploration tool that visualizes data in the graph and allows users to navigate and query the data without any query language or programming. Users can write patterns similar to natural language questions to retrieve data and traverse layers of the graph. …

What is Data Preprocessing? When we talk about data, we usually think of some large datasets with a huge number of rows and columns. While that is a likely scenario, it is not always the case — data could be in so many different forms: Structured Tables, Images, Audio files, Videos, etc.. Machines don’t…

Data Sampler Selects a subset of data instances from an input dataset. The Data Sampler widget implements several data sampling methods. It outputs a sampled and a complementary dataset (with instances from the input set that are not included in the sampled dataset). …