Machine learning is a type of artificial intelligence that provides computers with the ability to learn without being explicitly programmed. The science behind machine learning… Read More »Applications of Machine Learning in FinTech
Introduction Almost every machine learning algorithm comes with a large number of settings that we, the machine learning researchers and practitioners, need to specify. These… Read More »Cross-validation and hyperparameter tuning
This article was written on Graymatter. Let start at the beginning; back in the 50’s we dreamt about robots making our tea (AI) and what… Read More »A simple guide to AI, Machine Learning and Deep Learning
This article was written by Dr. Matt Turek. Dramatic success in machine learning has led to a torrent of Artificial Intelligence (AI) applications. Continued advances… Read More »Explainable Artificial Intelligence (XAI)
This article was written by Fjodor Van Veen. With new neural network architectures popping up every now and then, it’s hard to keep track of them all.… Read More »The Neural Network Zoo
This article was written by Harshvardhan Gupta. Data driven algorithms like neural networks have taken the world by storm. Their recent surge is due to several… Read More »Using AI to Super Compress Images
Table of contents: What is Deep Learning? Supervised DL: The KISS Pathway That Leads To The Expected Unsupervised Deep Learning: An Exploratory Journey To Figuring… Read More »The Convoluted World of Supervised vs Unsupervised Learning
This article was written by Bharat Girdhar. I was always intrigued by the concept of computers taking a decision on behalf of humans. Though the… Read More »My First Neural Network
This article was written by Motoki Wu. Full title: How to construct prediction intervals for deep learning models using Edward and TensorFlow. Edward and Tensorflow. Source:… Read More »Adding Uncertainty to Deep Learning
This article was written by Joyce Xu. With the rise of autonomous vehicles, smart video surveillance, facial detection and various people counting applications, fast and… Read More »Deep Learning for Object Detection: A Comprehensive Review
