Machine Learning & ML https://github.com/Avik-Jain/100-Days-Of-ML-Code https://github.com/MLEveryday/100-Days-Of-ML-Code https://github.com/llSourcell ML https://www.coursera.org/learn/machine-learning https://github.com/fengdu78/Coursera-ML-AndrewNg…

什么是机器学习 定义 对于某个任务T和表现的衡量P,当计算机程序在该任务T的表现上,经过P的衡量,随着经验E而增长,称计算机能够通过经验E来学习该任务.(Tom Mitchell) 举例而言,在跳棋游戏中,任务T为玩跳棋游戏,衡量P是游戏输赢,经验E是一局又一局的游戏. 监督学习(supervised learning) 预先给出算法"正确的结果",即训练集中对于任意一个变量x,都已经有y与之对应,称这样的学习为监督学习.与之相对应的是:非监督学习(unsupervised learn…

本博客是针对李宏毅教授在Youtube上上传的课程视频<ML Lecture 0-1: Introduction of Machine Learning>的学习笔记.在Github上也po了这个系列学习笔记(MachineLearningCourseNote),觉得写的不错的小伙伴欢迎来给项目点个赞哦~~ Lecture 0-1: Introduction of Machine Learning Lecture 0-1: Introduction of Machine Learning Wha…

机器学习及其基础概念简介 作者:白宁超 2016年12月23日21:24:51 摘要:随着机器学习和深度学习的热潮,各种图书层出不穷.然而多数是基础理论知识介绍,缺乏实现的深入理解.本系列文章是作者结合视频学习和书籍基础的笔记所得.本系列文章将采用理论结合实践方式编写.首先介绍机器学习和深度学习的范畴,然后介绍关于训练集.测试集等介绍.接着分别介绍机器学习常用算法,分别是监督学习之分类(决策树.临近取样.支持向量机.神经网络算法)监督学习之回归(线性回归.非线性回归)非监督学习(K-means聚…

Machine Learning for Developers Most developers these days have heard of machine learning, but when trying to find an 'easy' way into this technique, most people find themselves getting scared off by the abstractness of the concept of Machine Learnin…

https://www.quora.com/How-do-I-learn-machine-learning-1?redirected_qid=6578644   How Can I Learn X? Learning Machine Learning Learning About Computer Science Educational Resources Advice Artificial Intelligence How-to Question Learning New Things Lea…

Machine Learning Crash Course  |  Google Developers https://developers.google.com/machine-learning/crash-course/ Google's fast-paced, practical introduction to machine learning ML Concepts Introduction to Machine Learning As you'll discover, machine…

https://www.quora.com/How-do-I-learn-mathematics-for-machine-learning   How do I learn mathematics for machine learning? Promoted by Time Doctor Software for productivity tracking. Time tracking and productivity improvement software with screenshots…

http://www.statsblogs.com/2014/12/30/machine-learning-books-suggested-by-michael-i-jordan-from-berkeley/ Machine Learning Books Suggested by Michael I. Jordan from Berkeley December 30, 2014 By Honglang Wang (This article was originally published at…

原文地址:http://www.demnag.com/b/java-machine-learning-tools-libraries-cm570/?ref=dzone This is a list of 25 Java Machine learning tools & libraries. Weka has a collection of machine learning algorithms for data mining tasks. The algorithms can either be…