Drawing Simple Geometrical Shapes on Python

Drawing Simple Geometrical Shapes on Python from scratch, have you tried it? Now in this series of tasks, I am going to tackle some of the interesting image processing concepts from scratch using Python and then will compare them with the popular OpenCV framework. Last time I did Convolution operations from Scratch and RGB to […]

Advent of Code 2022 with Python

Originally published in q-viper.github.io. The advent of Code is a yearly festival for programmers like me where we try to solve different stories to gain stars. I love these challenge because its fun and takes us slowly from beginner level to harder level. I am really weak in competitive programming and DSA stuff but still, […]

How to do Data Science Project

Data science project can be a challenging but rewarding process. By following the steps we can use in this blog, you can work through the project in an organized and effective way, and ultimately arrive at a solution to your problem. Previously, we wrote blogs on many machine learning algorithms (Classification, Predication) as well as […]

Text Analysis with WordCloud in Python

WordCloud in Python can be done in different ways but one of the most popular and easier ones is using the package wordcloud. We can install it using the following way. !pip install wordcloud Requirement already satisfied: wordcloud in c:\programdata\anaconda3\lib\site-packages (1.8.1) Requirement already satisfied: pillow in c:\programdata\anaconda3\lib\site-packages (from wordcloud) (8.0.1) Requirement already satisfied: numpy>=1.6.1 in […]

Mathematics Behind Support Vector Machine

Support Vector Machine is supervised machine learning algorithm. In this blog, we are going to discuss how mathematically support vector machine works. We will also discuss the types of SVM and how to implement it in Python. So, let’s get started. In the past, we’ve written articles on numerous machine learning algorithms (Classification, Prediction, and […]

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