卡耐基梅隆博士CS讲座——机器学习与数据挖掘：概念应用与前景展望 | SESA_CSOG

Posted 2021-04-27 SESA

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CS讲座 | SESA_CSOG

这个寒假呆在家里的你是否感到一丝丝无聊

没有内卷的生活是否少了充实感和紧迫感

如果你的答案是没错，就是这样

那就让大学博士和知乎科普作家

带你解锁计算机新技能

走进计算机领域玩玩吧

Are you sick of the extra alone time

at home during this vacation?

Is the day without involution lack of fulfillment

and a sense of urgency?

If you answer is yes

Then let university doctor

and Zhihu science writer

Unlock new computer skills

And introduce you to the computer science world

主讲人介绍

The information of the presenter

卡耐基梅隆博士CS讲座——机器学习与数据挖掘：概念应用与前景展望 | SESA_CSOG

赵越，卡内基梅隆大学博士在读，同时也是一位知乎科普作家（@微调）。此次讲座，我们将以零门槛全开放式、线上直播的形式向大家分享最前沿的计算机知识。对所有校内外人员开放。

赵越同学的主要研究方向包括异常检测、机器学习系统和自动机器学习。在相关期刊与会议上发表过多篇文章(JMLR、AAAI、ICDM、SDM等)。

在知乎上他有15万粉丝，是知乎官方认定的54位“科技盐究员”之一。他也是知乎人工智能、机器学习、数据挖掘和统计学领域的优秀回答者。

赵越曾在PwC Consulting多伦多分所任咨询师，他研究生毕业于多伦多大学，本科毕业于辛辛那提大学。

他也是一位开源架构师，曾设计或核心参与过多个机器学习工具库与系统的开发，包括PyOD(异常检测)、PyHealth(医疗健康)、comno(集成学习)等，共获得超过9000 GitHub星标和超过300万次下载。

Yue Zhao, currently studying PhD at Carnegie Mellon University, he is a science writer in Zhihu as well(@微调). We will share the most cutting-edge computer knowledge with you in the form of zero threshold, full open, online broadcast. Open to all on and off campus.

Yue Zhao’s research interests include anomaly detection, machine learning systems and automatic machine learning. He has published many articles in relevant journals and conferences (JMLR, AAAI, ICDM, SDM, etc.).

He has around 150,000 followers on Zhihu and is one of 54 "science and technology researchers" officially recognized on the website. He is also an outstanding respondent in the fields of artificial intelligence, machine learning, data mining and statistics on Zhihu.

Used to be a consultant at PwC Consulting in Toronto, Mr. Zhao graduated with a postgraduate degree from the University of Toronto and a bachelor's degree from the University of Cincinnati.

He is also an open source architect and has been involved in the design or core development of several machine learning tool libraries and systems, including PyOD(exception detection), PyHealth(Healthcare), and ComNO (Integrated Learning), with over 9000 GitHub star and over 3 million downloads.

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（Slide to see the English version）

直播要点

The content of the lecture

这次讲座，赵越同学会向大家科普机器学习与数据挖掘的基本概念，并选取数个有趣的前沿应用讲解具体技术的落地。他同时也会回答和分享大家感兴趣的对于人工智能方向硕士、博士申请的规划，以及未来的职业前景，以期能帮助大家对该领域有更深刻的理解。

In this lecture, Yue Zhao will introduce the basic concepts of machine learning and data mining to everyone and select several interesting cutting-edge applications to explain the implementation of specific technologies. At the same time, he will also answer and share plans for master's and doctor's applications in artificial intelligence, as well as your future career prospects, so as to help you have a deeper understanding of this field.

(向右滑动查看英文)

（Slide to see the English version）