We can do magnificent things with TensorFlow such as face recognition, facial expression recognition and computer vision. However, its main intent…
10 Interview Questions Asked in Machine Learning
Machine learning still occupies the peak place in Gartner hype cycle in 2017. Beyond anything, Glassdoor reports that data scientist…
Face Recognition with FaceNet in Keras
Google announced FaceNet as its deep learning based face recognition model. It was built on the Inception model. We have been familiar…
Hyperbolic Secant As Neural Networks Activation Function
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…
