What is OpenCV? OpenCV is short for Open Source Computer Vision. Intuitively by the name, it is an open-source Computer Vision and Machine Learning library. This library is capable of processing real-time image and video while also boasting analytical capabilities. It supports the Deep Learning frameworks TensorFlow, Caffe, and PyTorch. What is a CNN? A Convolutional Neural…

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 noise and potentially damage the model. By removing those unimportant features, the model may generalize better. We will see other feature selection…

Very literally, a graph database is a database structured to consider the relationships between data as similarly important to the data itself. It is intended to retain data without constricting it to a pre-defined model. …

Build a Power BI report Power BI reports are useful graphics, which can help to describe the dataset. A report could just be a single visual or pages of visuals. Let’s get started. Before you can create any reports in Power BI, you need a dataset for this I am going to use the Covid-19…

Step 1: Import data to Power BI Dashboard Without numbers, there is no data to visualize, so the third step of Power BI dashboard creation is to import data. …

Power BI Microsoft Power BI is a suite of business intelligence (BI), reporting, and data visualization products and services for individuals and teams. Power BI stands out with streamlined publication and distribution capabilities, as well as integration with other Microsoft products and services. Key features of Power BI Connect to data Transform and model the data Create…

In this practical, we learn about data preprocessing using orange tool. Data Preprocessing Data preprocessing is the process of transforming raw data into an understandable format. It is also an important step in data mining as we cannot work with raw data. …

In this blog, I will discuss Visual Programming and demonstrate using orange tool. Orange tool is an open source, component-based software written in Python language that works best for machine learning and data mining — namely, visualization. If you don’t know much about Orange Tool, I’ll recommend one of my…

What is Orange Tool? Orange is an open-source data visualization, machine learning, and data mining toolkit. It features a visual programming front-end for explorative data analysis and interactive data visualization, and can also be used as a Python library. Widgets: The various components present in Orange are known as widgets and they are divided…