It is a fact that decision tree based machine learning algorithms dominate Kaggle competitions. More than half of the winning solutions…
A Step by Step Gradient Boosting Decision Tree Example
Adoption of decision trees is mainly based on its transparent decisions. Also, they overwhelmingly over-perform in applied machine learning studies.…
Large Scale Machine Learning with Pandas
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…
