Optimization is the new need of the hour. Everything in this world revolves around the concept of optimization. It finds its use in normal production time to supply chain issues. To solve these problems, we need optimization concepts. In the curriculum of a data...
Companies produce massive amounts of data every day. If this data is processed correctly, it can help the business to make better decisions fastidiously. Anomaly detection is a method of identifying outliers in the data. Identifying these outliers at the initial...
With the advancement of technologies, we can collect data at all times. Every internet user has a digital footprint. This footprint can be analyzed by companies to study the present and future behavior of their consumers. This data might also consist of information...
A tree has various analogies in life, and thus, one of them has come to affect machine learning. The decision tree covers the aspect of both classifications as well as regression. Classification and assembling data options is one of the most important steps....
Before delving right into the topic as to how to master database and SQL for Data Science, it is very important to form a base to understand all the key terms involved here. The structure to understand the tips and tricks to grasp database and SQL for data science...
Graphical tastefulness is seldom found amidst complex data and simplified design. The importance of Data Visualization cannot go unnoticed in this. An elegant presentation of data makes it easier to perceive and explain; that's how human brains are wired. Data...
Data mining techniques are used for extracting intelligence from a huge source of information. They revolve around the process of examining a dataset for extracting certain patterns. In the process, automatic sifting occurs through the large volumes of data to...
What Is Predictive Modeling? Before we answer ‘what is predictive modeling’, let’s understand the basic uses of data. There are three most common uses of data: Analytics, monitoring, and prediction. Data Analytics is the use of past data to infer which event occurred,...
Did you know that we create 1.7MB data every second? A huge part of this data consists of images, media, and video files. opencv Image processing in python helps in handling and utilizing image-based data. With multiple data sets being collected in the organizations...
If you ever watched the popular game show Kaun Banega Crorepati, you would be familiar with the audience poll – one of the lifelines available to contestants when faced with doubt. This particular option, if you have observed carefully, turns out to be the most...
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