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#statistics

INTRODUCTION In the realm of data analysis and machine learning, finding patterns and uncovering relationships between variables is of utmost importance. While linear regression serves as a fundamental tool for modeling such relationships, …

Imagine you are asked to write a function to find a median of a given list of numbers. Easy peasy right? And given that the list is unsorted you sort it inside your function. def calculate_median(nums…

Data visualization is a powerful tool that helps us make sense of complex data. With it, we can spot patterns and trends that might take much more time to become obvious just by looking at raw numbers…

I am Azmat Khan from Jabalpur, India currently Majoring in Electronics at MITS Gwalior. I am exhilarated to share that I will be Contributing to the Statistics package of GNU Octave this summer. https…

Conditional Probability is the probability of an event occurring given that another event has already occurred. To explain this concept using a story, let's consider a scenario where you are a weather…

Introduction Welcome to the DataRealm ;) In the realm of data science, statistics serves as the backbone that empowers us to extract meaningful insights from vast amounts of data. Whether it's explori…

Introduction: Machine learning algorithms have revolutionized the way we extract insights and make predictions from vast amounts of data. However, an important challenge that practitioners face is the…

what is machine learning? Machine learning is part of artificial intelligence which allows computers to learn automatically from data and it improves performance from experience and predicts things wi…

Introduction Welcome to the DataRealm ;) Another week of being an enthusiast is a responsible duty to fulfill. So travelers, you must have heard of Machine Learning, have you not? Let's explore the ba…

Outliers are extreme values that differ from most other data points in a dataset. They can have a big impact on your statistical analyses and skew the results of any hypothesis tests. It’s important t…