Backpropagation algorithm is based on complex mathematical calculations. That’s why, it is hard to understand and that is the … More
Author: Sefik Serengil
How Data Science Once Saved the World
Cholera is a killer epidemic disease and it can cause passing away within hours after first symptons of disease appear. … More
Step Function as a Neural Network Activation Function
Activation functions are decision making units of neural networks. They calculates net output of a neural node. Herein, heaviside step … More
Signing Contents Digitally: An Email Implementation
“I was happy when I design my own signature. Also, deciding to put my signature under this job makes me … More
Exchanging Encrypted Mails
2016 released Snowden is a biographical movie fictionalised life story of Former NSA employee Edward Snowden. The movie reveals illegal surveillance techniques of the government organization. Also, … More
Protecting Java Codes: Encrypted Class Loader
Cloud services are adopted by both start-ups and enterprises in recent years. However, it comes security issues. At this point, … More
Homer Sometimes Nods: Error Metrics in Machine Learning
Even the worthy Homer sometimes nods. The idiom means even the most gifted person occasionally makes mistakes. We would adapt this … More
Small is Beautiful: working with short URLs
Today’s world limits our expressions lenght to 140 character. No matter you text SMS or Tweet, you have to fit your … More
AI: a one-day wonder or an everlasting challenge
Debates between humans and computers start with mechanical turk. That’s an historical autonomous chess player costructed in 18th century. However, … More
Adaptive Learning in Neural Networks
Gradient descent is one of the most powerful optimizing method. However, learning time is a challange, too. Standard version of gradient … More
