It is a fact that decision tree based machine learning algorithms dominate Kaggle competitions. More than half of the winning solutions … More
Category: Machine Learning
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. … More
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 … More
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 … More
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 … More
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 … More
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 … More
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
