摘要： In this article, the author will discuss 7 common loss functions used in machine learning and explain where each of them is used. We have a lot to cover in this article so let’s begin!
摘要： Imbalanced classes are a common problem in machine learning classification where there are a disproportionate ratio of observations in each class. Class imbalance can be found in many different areas including medical diagnosis, spam filtering, and wildfire detection.
摘要： In this post we will go through the mathematics of machine learning and code from scratch, in Python, a small library to build neural networks with a variety of layers (Fully Connected, Convolutional, etc.). Eventually, we will be able to create networks in a modular fashion
摘要： Here are some articles from Microsoft regarding cloud data science products and updates. This week includes IoT hubs, Time Series Insights, Deep Learning Virtual Machine, Python sample code for cognitive services, and more.
