A Complete Cheatsheet for Numpy
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…
A Complete Guide to Hypothesis Testing and Examples in Python
Hypothesis testing is an important part of statistics and data analysis. Most of the time it is practically not possible to take data from a total population. In that case,…
Unlimited Free Hosting and Domain: Make a Web Portfolio for Free
Having a web profile is cool, right? It stays online for anyone to see and sharing it with anyone is just so easy. You can share your work or portfolio…
Develop a K Mean Clustering Algorithm from Scratch in Python and Use It for Dimensional Reduction
What is K mean clustering? K means clustering is the most popular and widely used unsupervised learning model. It is also called clustering because it works by clustering the data.…
How to Express Your Data Science and Software Engineering Skills Effectively
What is the most important thing to do after you got your skills to be a data scientist? It has to be to show off your skills. Otherwise, there is…
A Complete Beginners Guide to KNN Classifier
KNN classifier is a very popular and simple machine learning model. It’s a memory-based supervised machine learning model. What is a supervised learning model? I will explain it in detail.…
All the Datasets You Need to Practice Data Science Skills and Make a Great Portfolio
The only way to learn data science, data analysis, machine learning, or artificial intelligence topics is by practicing or doing projects. There is no other alternative to that. But most…
Step by Step Guide to Interactive Choropleth Map
Choropleth maps are one of the most interesting and useful visualizations. They are important because they can provide information for geographic location, they look beautiful and grab attention in a…
A Complete Guide to Confidence Interval and Calculation in Python
Confidence Interval(CI) is essential in statistics and very important for data scientists. In this article, I will explain it thoroughly with necessary formulas and also demonstrate how to calculate it…
Sending Signals to the Brain to Prevent Physical Decay
I believe human beings are the most amazing thing on the planet. And the most precious and amazing gift we bestowed upon is our brain. No other species has a…