Shuzhan Fan

Deep residual networks (ResNet) took the deep learning world by storm when Microsoft Research released Deep Residual Learning for Image Recognition. These networks led to 1st-place winning entries ...

Introduction Cloud Compute Engine gcloud GCP Storage Solutions IAM Cloud BigQuery Could Datalab Cloud Datastudio Cloud Pub/Sub Cloud Dataproc Cloud Dataflow Stackdriver Machine Learni...

Ensemble methods in machine learning is a class of method which combines multiple machine learning models into one predictive model in order to have a boost on the prediction accuracy over a single...

Word embeddings are a type of word representation which stores the contextual information in a low-dimensional vector. This approach gained extreme popularity with the introduction of Word2Vec in 2...

We are already familiar with Logistic Regression classification algorithm. It works fine for two-class classification problems. However, if there are more than two classes, Logistic Regression will...

Today we are going to talk about linear regression, one of the most well known and well understood algorithms in machine learning. We are going to focus on the simple linear regression, which conta...

Naive Bayes, or called Naive Bayes classifier, is a classifier based on Bayes Theorem with the naive assumption that features are independent of each other. Without further ado, let’s get straight ...

Landsat 8 bandsLandsat 8 is one of NASA’s EOS (Earth Observing System) satellites. It was launched in February 2013 and was aimed to replace its predecessor Landsat 7. The satellite collects images...

Support Vector Machine (SVM) is one of the most powerful out-of-the-box supervised machine learning algorithms. Unlike many other machine learning algorithms such as neural networks, you don’t have...

The tarrif spat between US and China is on the brink of escalating to a full-blown trade war, which would be a disaster for the global economy. On Tuesday, April 3rd, the Trump administration propo...