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Mar 13, 2022

Snapshot on Supervised learning

Machine learning is the science and art of giving computers the ability to learn to make decisions from data without being explicitly...

Feb 28, 2022

Correlation and Covariance

Whenever we talk about statistics, we should mention correlation and covariance. In this article, we will go through them to illustrate...

Feb 28, 2022

Probability distributions

When we talk about distribution, we know that it is a mathematical description of outcomes. that describes all the possible values and...

Feb 28, 2022

Measures of dispersion

Whenever analyzing the data, usually we will find some variation of the observations from their central value such as mean. so it is...

Feb 23, 2022

Binomial distribution

‘flipping a coin’ is a very famous sentence when we mention the binomial distribution. The binomial distribution is considered one of...

Feb 23, 2022

Measures of central tendency

Measures of central tendency are representing the general behavior of the data. These are considered as the summary statistic that...

Feb 21, 2022

The Normal distribution in action

In this article, we will be talking about one of the most important and most widely used of all probability distributions which is the...

Dec 8, 2021

Data Cleaning

Data that can lead to good insights and to get useful information and knowledge from has to be checked in terms of its quality. As...

Nov 20, 2021

Knowing your data using pandas

Once we observe, We can then reach a good conclusion. When dealing with large data sets that need to be observed and explored carefully...

Nov 20, 2021

Pandas Techniques for Data Science: Indexing

Pandas is a very powerful tool in Data Science. As it has many capabilities in analyzing the data and getting interesting insights. Also,...

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