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 […]
WorldCup Tweet Sentiment Analysis in Python
WorldCup tweet sentiment analysis will be done based on tweets related to the world cup. This is a time of the world cup and social media might be full of activities related to the world cup. Most of us pick a side with the country and make posts based on them or against other teams. […]
Different method of Outliers Detection
Outlier is a data point that is significantly different from the other data points in a sample. Outliers can occur for a variety of reasons, such as errors in measurement or recording, or they can be the result of natural variation in the data. Outliers can have a significant effect on the statistical properties of […]
Simple Cryptography Algorithms in Python
Cryptography Algorithms in Python is quite easy to code and we will cover only few here. Cryptography Algorithms have been around the world for more than centuries and there are still many inscriptions around various places in the world which we do not understand. Here in this blog, we will cover very basic cryptography algorithms […]
Naive Bayes From Scratch
Naive Bayes is a machine learning algorithm that is used for classification tasks. It is called "naive" because it makes a simplifying assumption about the data, specifically that the features in the data are independent of one another. Despite this assumption, the algorithm has been shown to be effective in many real-world applications. Previously, we […]
Finding Remote Jobs but How and Where?
Remote jobs hunting might be troublesome work these days with too many jobs in the market but not finding the right one for your profile is. Here in this blog, I will write about the top places where remote jobs can be found easily. The featured image is taken from FlexJobs.com. This blog has been […]