From 5fe0f148212797e762b2b9a59667381c591a3b0a Mon Sep 17 00:00:00 2001 From: jindongwang Date: Wed, 22 Feb 2017 19:30:44 +0800 Subject: [PATCH 01/11] =?UTF-8?q?mod=EF=BC=9A=E5=A2=9E=E5=8A=A0=E4=BA=86?= =?UTF-8?q?=E8=A1=8C=E4=B8=BA=E6=84=9F=E7=9F=A5=E7=9A=84=E7=AE=80=E4=BB=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index e594559..f2701af 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,7 @@ ##一些机器学习的资源 ####*关于行为识别的资料,请看我最新增加的这个地址*:[行为识别](https://github.com/jindongwang/activityrecognition)。 +最新增加的简介:[什么是行为感知?](https://github.com/jindongwang/activityrecognition/blob/master/%E8%A1%8C%E4%B8%BA%E8%AF%86%E5%88%AB%E7%AE%80%E4%BB%8B.md) ####1.[机器学习入门资料](https://github.com/jindongwang/MachineLearning/blob/master/MLMaterials.md) From 699547fa033c4be76a92d8e6168afb16137d3381 Mon Sep 17 00:00:00 2001 From: Souljoy Zhuo Date: Mon, 3 Apr 2017 18:19:00 +0800 Subject: [PATCH 02/11] Update MLMaterials.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 修正下格式 --- MLMaterials.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/MLMaterials.md b/MLMaterials.md index bbb653c..65e899a 100644 --- a/MLMaterials.md +++ b/MLMaterials.md @@ -1,10 +1,10 @@ -##机器学习的一些资料 -###1. 机器学习与概率、统计学 -####1.1 公开课 +## 机器学习的一些资料 +### 1. 机器学习与概率、统计学 +#### 1.1 公开课 1. [斯坦福机器学习入门课程](https://www.coursera.org/learn/machine-learning),讲师为Andrew Ng,适合数学基础一般的人,适合入门,但是学完会发现只是懂个大概,也就相当于什么都不懂。 2. Coursera上国立台湾大学[林轩田](https://www.coursera.org/instructor/htlin)开的两门课:[机器学习基石](https://www.coursera.org/course/ntumlone)(适合入门),[机器学习技法](https://www.coursera.org/course/ntumltwo)(适合提高)。 -####1.2 推荐书目 +#### 1.2 推荐书目 统计和概率是机器学习的基础,所以统计和概率一定要学好。 1. **推荐必读** 统计学和机器学习结合的入门书:[统计学习方法](https://github.com/jindongwang/MachineLearning/blob/master/books/2012.%E6%9D%8E%E8%88%AA.%E7%BB%9F%E8%AE%A1%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95.pdf),作者[李航](http://blog.sina.com.cn/u/2060750830)。这本书介绍了10个机器学习领域的代表性算法,讲的非常好,书本身也就200多页,很适合入门,强烈推荐。 @@ -18,7 +18,7 @@ 5. 学习统计不能不说的经典的[《统计学习基础》](https://github.com/jindongwang/MachineLearning/tree/master/books/Machine%20Learning),我暂时还没看过。 6. 以及业界久负盛名的PRML(模式识别与机器学习),我这里[中文英文版](https://github.com/jindongwang/MachineLearning/tree/master/books/Machine%20Learning)都有。 -####1.3. 工具 +#### 1.3. 工具 * 第三方库 机器学习有很多开源库可以直接拿来用,github是个不错的获取代码的网站,比较著名的有: * [libsvm](https://github.com/cjlin1/libsvm),作者是林轩田,是svm的标准库。 @@ -38,12 +38,12 @@ python、java以及matlab三种语言是目前比较流行的机器学习方面 * 网上的教程 这是在一个妹子的微信朋友圈看到的[文章](http://mp.weixin.qq.com/s?__biz=MjM5MjAxMDM4MA==&mid=205009516&idx=1&sn=c5b157ad3fac5c5551a210b0d7df82e6&scene=1&key=dffc561732c22651bb1642a345869d95ab71b4da7c9d7e4cbaf2b67a7b354b4fc8d6a6105171f7a8d0afde389529bb7f&ascene=1&uin=NjMzMjQzMTYw&devicetype=Windows+10&version=61020020&pass_ticket=ygVY8iy3pSYNZ2Rwe2FnXSQ5lRAKLeMmssjmRIlD4QYgBeYoE1OPVBL%2BfpjaKY0i),很不错。妹子也很不错,不过还是随缘吧。 -###2. 数据挖掘 +### 2. 数据挖掘 * 快速入门:看我去年考试写的总结[数据挖掘复习整理](https://github.com/jindongwang/MachineLearning/blob/master/books/Data%20Mining/%E6%95%B0%E6%8D%AE%E6%8C%96%E6%8E%98%E5%A4%8D%E4%B9%A0%E6%95%B4%E7%90%86.pdf),可快速了解数据挖掘的相关概念。这个总结去年在雁栖湖传的很火,还有妹子给我发短信感谢。。。 * 数据挖掘领域的经典著作:[数据挖掘:概念与技术](https://github.com/jindongwang/MachineLearning/blob/master/books/Data%20Mining/%E6%95%B0%E6%8D%AE%E6%8C%96%E6%8E%98%E6%A6%82%E5%BF%B5%E4%B8%8E%E6%8A%80%E6%9C%AF%EF%BC%88%E4%B8%AD%E6%96%87%E7%AC%AC%E4%B8%89%E7%89%88%EF%BC%89.pdf),作者是[韩家炜](http://baike.baidu.com/link?url=UsI-yAamHGGNoe22xOWX7XjU-8eILnF4oQTP-2dysekLxDk6FleEefGc013or725zvos5Mach2j6cWEKcv2DF_),是标准的上课教材,上一部分我的总结中对应的页码就是这个书里的。 * 上课的ppt:我们老师当时上课用的[ppt](https://github.com/jindongwang/MachineLearning/tree/master/books/Data%20Mining/ppt),可以翻看一下,也不多,就几大块,适合入门,对于理解概念非常有帮助。 -###3. 人工智能 +### 3. 人工智能 * 快速入门:可以看我们当时上课的[ppt](https://github.com/jindongwang/MachineLearning/tree/master/books/AI/ppt),大概对AI有一些了解(这个ppt有好多部分都是直接截图了李航的统计学习方法)。 * 教材:著名的教材[人工智能:一种现代方法](https://github.com/jindongwang/MachineLearning/blob/master/books/AI/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%EF%BC%9A%E4%B8%80%E7%A7%8D%E7%8E%B0%E4%BB%A3%E6%96%B9%E6%B3%95%EF%BC%88%E7%AC%AC2%E7%89%88%EF%BC%89%E9%83%A8%E5%88%861.pdf),很厚,可以翻看。 From 233818b39945df00ca59cfc7c7014c812462ec4c Mon Sep 17 00:00:00 2001 From: Jindong Wang Date: Mon, 3 Apr 2017 19:52:07 +0800 Subject: [PATCH 03/11] Update README.md --- README.md | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index f2701af..aadc4a3 100644 --- a/README.md +++ b/README.md @@ -1,21 +1,23 @@ ##一些机器学习的资源 -####*关于行为识别的资料,请看我最新增加的这个地址*:[行为识别](https://github.com/jindongwang/activityrecognition)。 +### [近200篇机器学习资料汇总!](https://zhuanlan.zhihu.com/p/26136757) + +#### *关于行为识别的资料,请看我最新增加的这个地址*:[行为识别](https://github.com/jindongwang/activityrecognition)。 最新增加的简介:[什么是行为感知?](https://github.com/jindongwang/activityrecognition/blob/master/%E8%A1%8C%E4%B8%BA%E8%AF%86%E5%88%AB%E7%AE%80%E4%BB%8B.md) -####1.[机器学习入门资料](https://github.com/jindongwang/MachineLearning/blob/master/MLMaterials.md) +#### 1.[机器学习入门资料](https://github.com/jindongwang/MachineLearning/blob/master/MLMaterials.md) -####2.[东京大学同学做的人机交互报告](https://github.com/jindongwang/MachineLearning/blob/master/FieldResearchinChina927-104.pdf) +#### 2.[东京大学同学做的人机交互报告](https://github.com/jindongwang/MachineLearning/blob/master/FieldResearchinChina927-104.pdf) -####3.[我做的人机交互简介](https://github.com/jindongwang/HCI) +#### 3.[我做的人机交互简介](https://github.com/jindongwang/HCI) -####4.[我做的迁移学习学术报告](https://github.com/jindongwang/MachineLearning/blob/master/TransferLearning.pdf) +#### 4.[我做的迁移学习学术报告](https://github.com/jindongwang/MachineLearning/blob/master/TransferLearning.pdf) -####6.[人机交互与创业论坛](https://github.com/jindongwang/MachineLearning/blob/master/%E4%BA%BA%E6%9C%BA%E4%BA%A4%E4%BA%92%E4%B8%8E%E5%88%9B%E4%B8%9A%E8%AE%BA%E5%9D%9B.md) +#### 6.[人机交互与创业论坛](https://github.com/jindongwang/MachineLearning/blob/master/%E4%BA%BA%E6%9C%BA%E4%BA%A4%E4%BA%92%E4%B8%8E%E5%88%9B%E4%B8%9A%E8%AE%BA%E5%9D%9B.md) -####7.[迁移学习简介](https://github.com/jindongwang/MachineLearning/blob/master/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%AE%80%E4%BB%8B.md) +#### 7.[迁移学习简介](https://github.com/jindongwang/MachineLearning/blob/master/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%AE%80%E4%BB%8B.md) -###1.关于技术本身的情况 +### 1.关于技术本身的情况 1.1 Machine Learning的一些理解 * 机器学习的概念自不用多说。这里我仅提到一点,机器学习在学科分类上是属于实现人工智能的一种重要方法,注定它和AI是不可分的。其实,传统的AI一直都侧重解决三个步骤的问题:知识的表示、知识的获取和知识的学习。其中,机器学习涵盖了知识的获取和学习两大部分,是AI的核心部分。其实说白了,ML解决的就是怎么从已知推断未知,它走的是归纳(induction)这个自上而下的过程,AI中还有一个相对立的知识体系叫做演绎(deduction),这个主要是自动推理的范畴,和机器学习基本关系不大,是较独立的一支。 From a6a26160e39478775720c9ea4bc61e327561c749 Mon Sep 17 00:00:00 2001 From: Jindong Wang Date: Mon, 3 Apr 2017 19:52:22 +0800 Subject: [PATCH 04/11] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index aadc4a3..a19be05 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -##一些机器学习的资源 +## 一些机器学习的资源 ### [近200篇机器学习资料汇总!](https://zhuanlan.zhihu.com/p/26136757) From 12e0f7013331bc6f1585efc212e0fb8a012e2d82 Mon Sep 17 00:00:00 2001 From: Jindong Wang Date: Mon, 3 Apr 2017 19:53:29 +0800 Subject: [PATCH 05/11] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index a19be05..310ad8a 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,8 @@ ### [近200篇机器学习资料汇总!](https://zhuanlan.zhihu.com/p/26136757) +### [我刚做的迁移学习中文简介ppt](http://jd92.wang/assets/files/l08_tl_zh.pdf) + #### *关于行为识别的资料,请看我最新增加的这个地址*:[行为识别](https://github.com/jindongwang/activityrecognition)。 最新增加的简介:[什么是行为感知?](https://github.com/jindongwang/activityrecognition/blob/master/%E8%A1%8C%E4%B8%BA%E8%AF%86%E5%88%AB%E7%AE%80%E4%BB%8B.md) From c195c99c3623b5a51815ed9e9d1063c96506581c Mon Sep 17 00:00:00 2001 From: Jindong Wang Date: Mon, 3 Apr 2017 19:54:01 +0800 Subject: [PATCH 06/11] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 310ad8a..3447042 100644 --- a/README.md +++ b/README.md @@ -19,7 +19,7 @@ #### 7.[迁移学习简介](https://github.com/jindongwang/MachineLearning/blob/master/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%AE%80%E4%BB%8B.md) -### 1.关于技术本身的情况 +1.关于技术本身的情况 1.1 Machine Learning的一些理解 * 机器学习的概念自不用多说。这里我仅提到一点,机器学习在学科分类上是属于实现人工智能的一种重要方法,注定它和AI是不可分的。其实,传统的AI一直都侧重解决三个步骤的问题:知识的表示、知识的获取和知识的学习。其中,机器学习涵盖了知识的获取和学习两大部分,是AI的核心部分。其实说白了,ML解决的就是怎么从已知推断未知,它走的是归纳(induction)这个自上而下的过程,AI中还有一个相对立的知识体系叫做演绎(deduction),这个主要是自动推理的范畴,和机器学习基本关系不大,是较独立的一支。 @@ -49,7 +49,7 @@ 基本就是确定研究问题——采集数据——人工标注——选择模型和算法——看结果调参数 -###2.数据采集方面 +2.数据采集方面 2.1 目前的情况是,需要提前想好需要采集的数据,并配合相应的设备进行采集。在人体健康方面主要的依据是医学期刊与会议文章中的特征知识,比如,根据医学知识,患有抑郁症的病人其走路会不稳当且走路很慢,这就是依据,根据这些可以基本确定要采集的数据类型及sensor。 From b435e9f85e15f7325b224f8102d2b0dbe1ebad02 Mon Sep 17 00:00:00 2001 From: jindongwang Date: Sat, 15 Apr 2017 10:55:46 +0800 Subject: [PATCH 07/11] =?UTF-8?q?add=EF=BC=9A=E8=81=8C=E5=9C=BA=E5=85=A5?= =?UTF-8?q?=E9=97=A8?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...46\344\271\240\345\205\245\351\227\250.md" | 79 +++++++++++++++++++ 1 file changed, 79 insertions(+) create mode 100644 "\350\201\214\345\234\272-\346\234\272\345\231\250\345\255\246\344\271\240\345\205\245\351\227\250.md" diff --git "a/\350\201\214\345\234\272-\346\234\272\345\231\250\345\255\246\344\271\240\345\205\245\351\227\250.md" "b/\350\201\214\345\234\272-\346\234\272\345\231\250\345\255\246\344\271\240\345\205\245\351\227\250.md" new file mode 100644 index 0000000..0612942 --- /dev/null +++ "b/\350\201\214\345\234\272-\346\234\272\345\231\250\345\255\246\344\271\240\345\205\245\351\227\250.md" @@ -0,0 +1,79 @@ +## 写给职场人的机器学习入门 + +> 机器学习和人工智能是当前计算机领域最炙手可热的方向。随着深度学习和强化学习的大热,这一拨浪潮也在持续升高。本文作者是计算机领域机器学习方向在读博士生,在本文中分享自己在这个领域的一些浅见。本文主要针对职场人,帮助他们快速找到突破口,轻松入门。 + +### 本文的组织结构 + +- - - + +是什么——机器学习概念的入门 + +为什么——为什么要用机器学习 + +怎么办之一——语言与环境 + +怎么办之二——实际项目推荐 + +怎么办之三——面试问题汇总 + +#### 是什么——机器学习概念的入门 + +- - - + +1. 什么是机器学习?或者说,机器学习的本质是什么? +2. 机器学习的基本流程是什么? +3. 机器学习的分类有哪些? +4. 深度学习和机器学习的关系? +5. [机器学习的一些数学必备要点](http://www.cnblogs.com/LeftNotEasy/tag/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/):梯度下降,拉格朗日对偶,矩阵的基本概念,概率分布函数等。 +6. [偏差和方差](https://www.zhihu.com/question/27068705)、[交叉验证](http://blog.csdn.net/holybin/article/details/27185659)是什么? +7. 对特征的理解及常用的特征提取方式。——参照我的第二次知乎Live:[特征工程的PPT](http://jd92.wang/assets/files/l07_zhihu_fe.pdf) +8. 深度学习几种常用模型的[基本理解](http://blog.sciencenet.cn/blog-4099-785174.html)和中文版本的[研究综述](https://www.jianguoyun.com/p/DWHm4BkQjKnsBRjokio)。 + +以上1-4个要点全部在我的[第一次知乎live的PPT](http://jd92.wang/assets/files/l06_zhihu_ml.pdf)里可以找到答案。 + +#### 为什么——为什么要用机器学习 + +- - - + +1. 大数据、大计算资源,需要从数据中学习出模式; +2. 传统的经验方式并不可靠,目前是数据驱动。 + +也可以参照我的第一次知乎Live的PPT。 + +#### 怎么办之一——语言与环境 + +- - - + +1. 机器学习常用Python、R和Matlab作为主力语言,我们主要推荐Python; +2. 目前比较火的库:Scikit-learn,Tensorflow,Torch,Caffe,Keras,CNTK等,要大概了解它们主要用来干嘛的,能说出来一二。 +3. Python下Anaconda集成科学计算环境是比较推荐的,集成的Numpy和Scipy是做数学计算的常用库,Matplotlib是画图工具。 + +#### 怎么办之二——实际项目推荐 + +- - - + +1. Scikit-learn上的几个不同领域的自带数据集用来模拟: + +- Iris——最简单的数据集,做分类 +- Digits——数字图片识别 +- 20newsgroup——文本,做向量化后分类 + +使用这些数据集很好地练习机器学习的训练/测试集分开,调参与建模的基本能力。 + +2. Kaggle上的入门级竞赛用来练手 + +- [Python+scikit-learn基本功](https://www.kaggle.com/c/data-science-london-scikit-learn)——练习scikit-learn的基本分类问题 +- [自行车租赁](https://www.kaggle.com/c/bike-sharing-demand)——简单的回归问题,用来训练基本的预处理、特征提取、建模和说通 +- [手写体识别](https://www.kaggle.com/c/digit-recognizer)——练习简单的图片分类,可以与tensorflow结合跑一下深度学习 + +练习这些案例,从头开始做机器学习整个流程,能够有一个基本的了解。 + +#### 怎么办之三——面试问题汇总 + +- - - + +1. [具体知识点面试题及答案](http://www.codeceo.com/article/machine-learn-algorithm-interview.html) +2. [比较高层一些的面试题及答案](http://www.ppvke.com/Blog/archives/38175) +3. [特定知识点面试题及答案](http://www.jianshu.com/p/2ae170c1e0ad) +4. [科技巨头最新的常用面试题](https://zhuanlan.zhihu.com/p/25860706) +5. [知乎上的问题解答](https://www.zhihu.com/question/23259302) \ No newline at end of file From eae5ab39a164b298eb58fcfeb6a59689b9f903a6 Mon Sep 17 00:00:00 2001 From: jindongwang Date: Sat, 15 Apr 2017 10:57:22 +0800 Subject: [PATCH 08/11] udpate readme --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 3447042..e2d9f1d 100644 --- a/README.md +++ b/README.md @@ -19,6 +19,8 @@ #### 7.[迁移学习简介](https://github.com/jindongwang/MachineLearning/blob/master/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%AE%80%E4%BB%8B.md) +#### 8. [职场机器学习入门](https://github.com/jindongwang/MachineLearning/blob/master/%E8%81%8C%E5%9C%BA-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%85%A5%E9%97%A8.md) + 1.关于技术本身的情况 1.1 Machine Learning的一些理解 From 6c57c632bdae03496649226e45635ad78fa55345 Mon Sep 17 00:00:00 2001 From: jindongwang Date: Sun, 30 Apr 2017 20:14:03 +0800 Subject: [PATCH 09/11] =?UTF-8?q?upd:=E7=A7=BB=E9=99=A4=E4=BA=86=E8=BF=81?= =?UTF-8?q?=E7=A7=BB=E5=AD=A6=E4=B9=A0=E7=9A=84=E7=9B=B8=E5=85=B3=E8=B5=84?= =?UTF-8?q?=E6=96=99=EF=BC=8C=E6=8A=8A=E5=AE=83=E4=BB=AC=E7=A7=BB=E5=8A=A8?= =?UTF-8?q?=E5=88=B0=E4=BA=86=E6=96=B0=E7=9A=84=E7=8B=AC=E7=AB=8Brepo?= =?UTF-8?q?=E4=B8=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 20 +++++++++------- TransferLearning.pdf | Bin 882810 -> 0 bytes ...46\344\271\240\347\256\200\344\273\213.md" | 22 ------------------ 3 files changed, 11 insertions(+), 31 deletions(-) delete mode 100644 TransferLearning.pdf delete mode 100644 "\350\277\201\347\247\273\345\255\246\344\271\240\347\256\200\344\273\213.md" diff --git a/README.md b/README.md index e2d9f1d..48ac8ce 100644 --- a/README.md +++ b/README.md @@ -1,25 +1,27 @@ ## 一些机器学习的资源 -### [近200篇机器学习资料汇总!](https://zhuanlan.zhihu.com/p/26136757) - -### [我刚做的迁移学习中文简介ppt](http://jd92.wang/assets/files/l08_tl_zh.pdf) +#### *有关迁移学习的各种资料我已整理到了新的目录*,请看[这里](https://github.com/jindongwang/transferlearning) #### *关于行为识别的资料,请看我最新增加的这个地址*:[行为识别](https://github.com/jindongwang/activityrecognition)。 最新增加的简介:[什么是行为感知?](https://github.com/jindongwang/activityrecognition/blob/master/%E8%A1%8C%E4%B8%BA%E8%AF%86%E5%88%AB%E7%AE%80%E4%BB%8B.md) + +- - - + +**这个目录以后只放一些跟通用机器学习相关的资料,我把行为识别和迁移学习的东西都移动到新的repo里了。** + +### [近200篇机器学习资料汇总!](https://zhuanlan.zhihu.com/p/26136757) + + #### 1.[机器学习入门资料](https://github.com/jindongwang/MachineLearning/blob/master/MLMaterials.md) #### 2.[东京大学同学做的人机交互报告](https://github.com/jindongwang/MachineLearning/blob/master/FieldResearchinChina927-104.pdf) #### 3.[我做的人机交互简介](https://github.com/jindongwang/HCI) -#### 4.[我做的迁移学习学术报告](https://github.com/jindongwang/MachineLearning/blob/master/TransferLearning.pdf) - -#### 6.[人机交互与创业论坛](https://github.com/jindongwang/MachineLearning/blob/master/%E4%BA%BA%E6%9C%BA%E4%BA%A4%E4%BA%92%E4%B8%8E%E5%88%9B%E4%B8%9A%E8%AE%BA%E5%9D%9B.md) - -#### 7.[迁移学习简介](https://github.com/jindongwang/MachineLearning/blob/master/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%AE%80%E4%BB%8B.md) +#### 4.[人机交互与创业论坛](https://github.com/jindongwang/MachineLearning/blob/master/%E4%BA%BA%E6%9C%BA%E4%BA%A4%E4%BA%92%E4%B8%8E%E5%88%9B%E4%B8%9A%E8%AE%BA%E5%9D%9B.md) -#### 8. [职场机器学习入门](https://github.com/jindongwang/MachineLearning/blob/master/%E8%81%8C%E5%9C%BA-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%85%A5%E9%97%A8.md) +#### 5. [职场机器学习入门](https://github.com/jindongwang/MachineLearning/blob/master/%E8%81%8C%E5%9C%BA-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%85%A5%E9%97%A8.md) 1.关于技术本身的情况 diff --git a/TransferLearning.pdf b/TransferLearning.pdf deleted file mode 100644 index 3dd9248ea5f7b167ebe032e3368c5d49f1180b33..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 882810 zcmcG$2V7H2w>}&dL_tIp6p*HfH0hz2h;)z^dJ`$3_g;i3s3_8_bm<)g=?Dl)2k8L> zL3%IJ2_$?wfap2zd+&Mg{ogPCHanR;GnqB3%v#S{kycSmf|;F#3zxR5uVE0Emzs^* z#=sm`P>`BcnVMD7M#YAjRg9Wm!O79m%o@hV!p=Y~EQ|}YHp28`XFusqFK6Ru=B)2% zW@F88`jF!v=VD=J0smz_u3z)1o4Qe}*y~$67{lzTAHwwQt<9`WAiwA4{-?P){xUD$ zuX&}d9qnz5oDBc6QVzC%nvL_%**G|V&8DL7YGZ9<<#xI*4)8zD1klX;m)UrJ%_gev z2s5#<|6{g)5Ys=F>~OjP;D6*H7_+f|5ecqS9ztOb zHcs}2u;24>{Uf8e{#+y1DUT$a9G&c8)ao|&7N?8j`bX~kgWWYlfAfL(^C(#9*}FA)5?GvQp+rxn@yh^~?0aR#8kh4S7k%`d zs}XC3;@md`2BgYjIjG%#I=ZG!{jleLA$j4-Zu`pOLQyj*7en7o5($41*E?tgoViI; zAikbLtVJc%y@i~k>pefEUof%QoAIBY_bq7}?vgHf9?Ck?eK5-SU@~6QnLK1tSEqPm 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