我看到板主希望有人来发个清单， 於是我整理了一下手边自己看过的或朋友推荐过的资源， 主要是一些ML相关的线上课程跟网站， 抛砖引玉，给需要的人参考，希望对大家有帮助。 台大资工林轩田老师 机器学习基石 机器学习技法 https://www.csie.ntu.edu.tw/~htlin/mooc/ 台大电机李宏毅老师 machine learning (ML) machine learning and having it deep and structured (MLDS) http://speech.ee.ntu.edu.tw/~tlkagk/courses.html 台大电机李宏毅老师&台大资工陈縕侬老师 applied deep learning x machine learning and having it deep and structured (ADLxMLDS) https://www.csie.ntu.edu.tw/~yvchen/f106-adl/syllabus.html Stanford Andrew Ng Machine Learning https://www.coursera.org/learn/machine-learning University of Oxford Machine Learning https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/ David Silver RL course https://goo.gl/BGwF63 Stanford CNN for Visual Recognition http://cs231n.stanford.edu/syllabus.html Ian Goodfellow Deep Learning https://www.youtube.com/playlist?list=PLkISDyMVw2Htm42P0eTVEKyz7scxZ4V-O UIUC Dan Roth Machine Learning https://goo.gl/124noX 交大应数李育杰老师 Machine Learning http://ocw.nctu.edu.tw/course_detail-v.php?bgid=1&gid=1&nid=563 资料科学相关的课程 从 微积分、线代、机率、统计 到 机器学习 都有 https://goo.gl/mKlq8r CS相关课程 https://webptt.com/cn.aspx?n=bbs/studyabroad/M.1511862466.A.D02.html AI、ML相关conference的deadline https://aideadlin.es/ Paper https://openreview.net/ https://arxiv.org/list/stat.ML/recent https://www.aaai.org/Library/conferences-library.php CV相关paper:http://openaccess.thecvf.com/menu.py GAN相关的paper:https://deephunt.in/the-gan-zoo-79597dc8c347 tensorflow相关资源 tutorials https://www.tensorflow.org/tutorials/ code范例 https://github.com/aymericdamien/TensorFlow-Examples 论坛 https://www.reddit.com/r/MachineLearning/ -- --

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