Some ML Tutorials

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A great tutorial with Jupyter notebook for ML beginners

An end to end implementation of a Machine Learning pipeline SPANDAN MADAN Visual Computing Group, Harvard University Computer Science and Artificial Intelligence Laboratory, MIT Link to Github Repo Section 1. Introduction Background In the fall o…

ML.NET相关资源整理

在人工智能领域,无论是机器学习,还是深度学习等,Python编程语言都是绝对的主流,尽管底层都是C++实现的,似乎人工智能和C#/F#编程语言没什么关系.在人工智能的工程实现,通常都是将Python训练好的人工智能模型封装为REST API,以供其它的系统调用.虽然C#也确实天生就不合适搞人工智能的训练等,但是通过ML.NET这个开放源代码的跨平台机器学习框架,可以很容易的将人工智能集成到Web.移动.桌面.游戏和物联网应用中.这篇文章主要总结ML.NET的相关学习资源. 一.ML.NET模…

JDBC Tutorials: Commit or Rollback transaction in finally block

http://skeletoncoder.blogspot.com/2006/10/jdbc-tutorials-commit-or-rollback.html JDBC Tutorials: Commit or Rollback transaction in finally block In most of JDBC books, the transaction management idiom that is followed is, after executing the update s…

Spark2 ML 学习札记

摘要: 1.pipeline 模式 1.1相关概念 1.2代码示例 2.特征提取,转换以及特征选择 2.1特征提取 2.2特征转换 2.3特征选择 3.模型选择与参数选择 3.1 交叉验证 3.2 训练集-测试集切分内容: 1.pipeline 模式 1.1相关概念 DataFrame是来自Spark SQL的ML DataSet 可以存储一系列的数据类型,text,特征向量,Label和预测结果 Transformer:将DataFrame转化为另外一个DataFrame的算法,通过实现t…

Basic Tutorials of Redis(2) - String

This post is mainly about how to use the commands to handle the Strings of Redis.And I will show you both the native commands and the usage of the StackExchange.Redis.The version of Redis is 3.2.3 and the vesion of StackExchange.Redis is 1.1.604-alph…