We often store the training data set in memory and transfer it to learning algorithm. Mostly, numpy handles data manipulation…

# A Beginner’s Guide to TensorFlow.js: Machine Lerning in JavaScript

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…