Ngoc Minh TranNotes on ML and TensorFlow: Linear RegressionLinear Regression is an important algorithm of supervised learning. In this article, I introduced how to solve a linear regression problem…Apr 22, 2019Apr 22, 2019
Ngoc Minh TranInfer.NET — A Library for People Who Love ProbabilityInfer.NET is an open source library that can be used to create probabilistic programming systems. We can use Infer.NET to solve many…Mar 6, 2019Mar 6, 2019
Ngoc Minh TranAn introduction to the TensorFlow: VectorsIn Machine Learning, vectors can be used as a good way to represent numeric data. When using vectors, we can meet the following basic…Jan 25, 2019Jan 25, 2019
Ngoc Minh TranIntroducing the ML.NET — A Machine Learning Library for .NET DevelopersMost of the common Machine Learning (ML) libraries are written in Python and it is not so easy for .NET developers. The ML.NET library…Nov 26, 2018Nov 26, 2018
Ngoc Minh TranIntroduction to support vector machine (SVM)Support vector machines (SVMs) are a type of classifier. They’re called machines because they generate a binary decision; they’re decision…Oct 15, 2018Oct 15, 2018
Ngoc Minh TranAn Introduction to Logistic RegressionIn statistics, the logistic model is a statistical model that is usually taken to apply to a binary dependent variable. In regression…Jul 27, 2018Jul 27, 2018
Ngoc Minh TranAn introduction to the naive Bayes classifierUsing probabilities can sometimes be more effective than using hard rules for classification. Bayesian probability and Bayes’ rule gives us…Jun 30, 2018Jun 30, 2018
Ngoc Minh TranAn Introduction to Decision Trees in Machine LearningThe decision tree is one of the most commonly used classification techniques. One of the best things about decision trees is that humans…May 28, 2018May 28, 2018
Ngoc Minh TranRunning Python scripts by using Anaconda promptAfter installing Anaconda, we start to write some Python code in the Anaconda prompt. The following line of code is used to display a text…Apr 4, 20186Apr 4, 20186
Ngoc Minh TranUsing Kotlin in Android Studio 3.XKotlin is a modern language for Android developers. I am learning Kotlin for my job and I have also shared some articles to DZone…Apr 3, 2018Apr 3, 2018