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 face contains…

What is Exploratory Data Analysis? Exploratory Data Analysis (EDA) is the process of gaining a better understanding of data sets by analyzing and visualizing their primary properties. This stage is critical, especially when it comes to classifying the data to apply Machine Learning. Histograms, Box plots, Scatter plots, and other plotting options are available in…

Creating Report in Power BI First Create One Blank Workspace. We can Import our dataset or we can use some samples and create a power BI report. Here I used the Cities_Internet_Prices.csv data set. First, we will be creating a visualization that shows the representation of INTERNET PRICE by COUNTRY For making this visualization, we…

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. These tiles…

What is Power BI? Power BI is 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. You can connect to any data (Excel files, SQL databases, BI warehouses, Cloud data, APIs, web pages, and more)…

Data reduction is a process that reduced the volume of original data and represents it in a much smaller volume. Data reduction techniques ensure the integrity of data while reducing the data. On the scikit-learn website, many feature selection techniques were provided. We will examine the performance of several feature…

What is Object Detection? Object detection is the process of finding instances of real-world objects such as faces, bicycles, and buildings in images or videos. Object detection algorithms typically use extracted features and learning algorithms to recognize instances of an object category. …

What is graph data? Graph data is known as connected data science, where the relationships and connections are between the data points to make efficient and accurate predictions. How graph data is stored? and how it is represented? Graph data is generally reserved in storage files, where each file contains…

Orange is a component-based data mining software. It includes a range of data visualization, exploration, preprocessing, and modeling techniques. It can be used through a nice and intuitive user interface or, for more advanced users, as a module for the Python programming language. Installing Orange 3 library using pip #…