《Machine Learning for Industry: A Case Study》 介绍:这篇文章主要是以Learning to Rank为例说明企业界机器学习的具体应用,RankNet对NDCG之类不敏感,加入NDCG因素后变成了LambdaRank,同样的思想从神经网络改为应用到Boosted Tree模型就成就了LambdaMART。Chirs Burges,微软的机器学习大神,Yahoo 2010 Learning to Rank ...
《Brief History of Machine Learning》介绍:这是一篇介绍机器学习历史的文章,介绍很全面,从感知机、神经网络、决策树、SVM、Adaboost到随机森林、Deep Learning. 《Deep Learning in Neural Networks: An Overv…
* [《MIT Machine Learning for Big Data and Text Processing Class Notes - Day 1》](http://blog.adnanmasood.com/2015/06/08/mit-machine-learning-for-big-data-and-text-processing-class-notes-day-1/) 介绍: [Day 1](http://blog.adnanmasood.com/2015/06/08/mit-machine-learning-for-big-dat...
介绍:这是一篇介绍机器学习历史的文章,介绍很全面,从感知机、神经网络、决策树、SVM、Adaboost到随机森林、Deep Learning.
《Brief History of Machine Learning》 介绍:这是一篇介绍机器学习历史的文章,介绍很全面,从感知机、神经网络、决策树、SVM、Adaboost到随机森林、Deep Learning. 《Deep Learning in Neural Networks: An Overview》 介绍:这是瑞士人工智能实验室Jurgen Schmidhuber写的最新版本《神经网络与深度学习综述》本综述的特点...
Learn how deep learning relates to machine learning and AI. In Azure Machine Learning, use deep learning models for fraud detection, object detection, and more.
This is the third chapter in the series on machine learning. The focus is on generalized artificial neural networks (ANNs). Covering this topic requires an extensive background discussion containing a fair amount of math, so be forewarned. The Python implementation on the Raspberry Pi also takes...
4.0.machine learning&deep learning&reinforced learning)machine learning deep learning reinforced learning supervised learning semi-supervised learning self-supervised learning unsupervised learning transfer learning contractive learning meta learning 4.0.FIG1-ML_DL_RL ...
《A First Encounter with Machine Learning》 介绍:这是一本机器学习的电子书,作者Max Welling先生在机器学习教学上面有着丰富的经验,这本书小但精致. 《Click Models for Web Search》 介绍:由荷兰阿姆斯特丹大学 & 谷歌瑞士著. 《Hinton CSC321课程/Deep Learning/Notes on CNN/Python/Theano/CUDA/OpenCV/......
Deeplearning& Machinelearning&Algorithm books 本项目主要更新一些深度学习、机器学习、算法、以及面试相关的书籍&文章&视频,便于大家学习 ️(尊重原创,喜欢纸张的建议大家购买正版图书) ️ 📖 Deeplearning 2011-《ComputerVisionAlgorithmsandApplications》-第一版英文版-RichardSzeliski.pdf 2012-《Computer-Vision...