Hyperbolic functions are common activation functions in neural networks. Previously, we have mentioned hyperbolic tangent as activation function. Now, we…
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…
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…
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…
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…
Elliptic Curve ElGamal Encryption
We often use elliptic curves for public key cryptography tasks such as key exchange and digital signature tasks. Because these…
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…
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…
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…
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…
