In recent years, Kernel methods have received major attention, particularly due to the increased popularity of the Support Vector Machines. Kernel functions can be used in many applications as they provide a simple bridge from linearity to non-linear
SVMs are considered by many to be the most powerful 'black box' learning algorithm, and by posing构建 a cleverly-chosen optimization objective优化目标, one of the most widely used learning algorithms today. 第一节 向量的内积(SVM的基本数学知识) Support Vector Machines 支持向
In Week 6, you will be learning about systematically improving your learning algorithm. The videos for this week will teach you how to tell when a learning algorithm is doing poorly, and describe the 'best practices' for how to 'debug' your learning
Logistic regression is a method for classifying data into discrete outcomes. For example, we might use logistic regression to classify an email as spam or not spam. In this module, we introduce the notion of classification, the cost function for logi
In this tutorial, we'll build a simple Universal Windows Platform application that uses a trained machine learning model to recognize a numeric digit drawn by the user. This tutorial primarily focuses on how to load and use Windows ML in your UWP app
Complete Small Focused Projects and Demonstrate Your Skills (完成小型针对性机器学习项目,证明你的能力) A portfolio is typically used by designers and artists to show examples of prior work to prospective clients and employers. Design, art and photography are examples wh
题目链接:传送门 题目: F. Summer Practice Report time limit per test seconds memory limit per test megabytes input standard input output standard output Vova has taken his summer practice this year and now he should write a report on how it went. Vova has alre
http://technet.microsoft.com/en-us/solutionaccelerators/dd537566.aspx http://blogs.technet.com/b/mapblog/archive/2012/11/08/windows-azure-virtual-machine-readiness-and-capacity-assessment.aspx With the release of MAP Toolkit 8.0, we have added a new
http://azure.microsoft.com/en-us/documentation/articles/virtual-machines-provision-sql-server/ Provisioning a SQL Server Virtual Machine on Azure The Azure virtual machine gallery includes several images that contain Microsoft SQL Server. You can sel