## Introduction to the Descriptive Statistics

Descriptive statistics summarize, show, and analyze the data and make it more understandable. If the dataset is large, it is hard to make any sense from the raw data. Using…

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Descriptive statistics summarize, show, and analyze the data and make it more understandable. If the dataset is large, it is hard to make any sense from the raw data. Using…

We use pythonâ€™s pandas' library primarily for data manipulation in data analysis. But we can use Pandas for data visualization as well. You even do not need to import the…

Nowadays, we see recommendation systems everywhere. When you buy something in an online marketplace like Amazon, eBay, or any other place, they suggest similar products. On Netflix or youtube, you…

What is a depth-first search? This is one of the widely used and very popular graph search algorithms. To understand this algorithm, think of a maze. What we do when…

Anomaly detection can be treated as a statistical task as an outlier analysis. But if we develop a machine learning model, it can be automated and as usual, can save…

Graph form data is present in many popular and widely used applications. Web crawlers, computer networks, relational databases, and social networks are some good examples. The graph search algorithms are…

Gaussian distribution is the most important probability distribution in statistics and it is also important in machine learning. Because a lot of natural phenomena such as the height of a…

Developing an efficient machine learning algorithm with a skewed dataset can be tricky. For example, the dataset is about fraudulent activities in the bank or cancer detection. What happens is…

This is a trendy topic. Machine learning is the fastest-growing field today. The job market is skyrocketing. More and more universities are coming up with new courses. So many free…

What is Numpy? Numpy is an open-source Python library. This library is essential for data scientists. Some other essential libraries like Pandas, Scipy are built on the Numpy library. In Numpy…