A Step By Step Regression Tree Example

Decision trees are powerful way to classify problems. On the other hand, they can be adapted into regression problems, too. Decision … More

A Step by Step CART Decision Tree Example

An algorithm can be transparent only if its decisions can be read and understood by people clearly. Even though deep … More

Indeterminate Forms and L’Hospital’s Rule in Decision Trees

Machine learning puts theoretical concepts in daily life as fast as no other motivation does and raises math adoption day … More

Swish as Neural Networks Activation Function

Google brain team announced Swish activation function as an alternative to ReLU in 2017. Actually, ReLU was the solution for second AI … More

Elliptic Curve ElGamal Encryption

We often use elliptic curves for public key cryptography tasks such as key exchange and digital signature tasks. Because these … More

From Neural Networks To Deep Learning

Deep learning dominates machine learning and artificial intelligence studies nowadays. Even though some people might think it as overrated, pioneer … More

Cosine Similarity in Machine Learning

Some machine learning tasks such as face recognition or intent classification from texts for chatbots requires to find similarities between … More

Deep Face Recognition with Keras

Face recognition has always been challenging topic for both science and fiction. A woman has her hair dyed or worn … More

Driver of Machine Learning Success: Hardware

We all talk about artificial intelligence nowadays. Even innovations often named including AI or machine learning terms. Have you ever … More

5 Facts about Deep Learning and Neural Networks

Marketing staff are much more successful than engineers for things to be adopted. Even for engineering marvels. People working in … More