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All Projects → wolfparticle → Machinelearningdeeplearning

wolfparticle / Machinelearningdeeplearning

李宏毅2021机器学习深度学习笔记PPT作业

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李宏毅老师2021年春季机器学习深度学习上线新课程，持续更新中

PPT，作业代码，学习笔记，上课代码，tensorflow|pytorch将会上传到github，欢迎Star，请多多鼓励。

如何下载本库内容

  • 下载方式 1

git工具下载

​ git clone https://github.com/wolfparticle/machineLearningDeepLearning.git

  • 下载方式 2

网页下载

更新记录

PPT部分 路径：machineLearningDeepLearning/ppt

课程介绍

第一章

第二章

image-20210312105016719

第三章

image-20210312105424319

第四章

未更新

Video部分 

课程介绍

中文 https://www.bilibili.com/video/BV1zA411K7en?p=1 英文 https://www.bilibili.com/video/BV1zA411K7en?p=2

第一章

中文 https://www.bilibili.com/video/BV1zA411K7en?p=3 英文 https://www.bilibili.com/video/BV1zA411K7en?p=5

第二章

中文 https://www.bilibili.com/video/BV1zA411K7en?p=8 英文 https://www.bilibili.com/video/BV1zA411K7en?p=12

第三章

中文 https://www.bilibili.com/video/BV1zA411K7en?p=15

英文 更新部分

HomeWork部分 路径：machineLearningDeepLearning/homework_code

课程介绍

ppt

第一章

image-20210312113510346

​

google colab 使用录屏：https://www.bilibili.com/video/BV1zA411K7en?p=7

hw1的数据字段含义解释参考网址

https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/fb-survey.html#mental-health-indicators

https://delphi.cmu.edu/covidcast/survey-results/?date=20210221

第二章

image-20210315092433929

Notes 部分  路径：machineLearningDeepLearning/Notes

第一章

本人还未更新

第二章
第三章

Data 部分 路径：machineLearningDeepLearning/data

第一章

image-20210312113042834

第二章

数据集较大，百度网盘取

链接：https://pan.baidu.com/s/1Zjwvv8JMmadPNYgTNN4LCw 提取码：hw21 复制这段内容后打开百度网盘手机App，操作更方便哦--来自百度网盘超级会员V4的分享

ClassCode部分 路径：machineLearningDeepLearning/class_code

第一章

本人未更新

第二章
第三章

学习小组

微信打卡群，第一时间订阅更新，PPT，作业共享，学习笔记分享，加我微信时务必添加备注，备注格式为，昵称-学生-学校-研究方向 or 昵称-工作-公司-职位方向

请多多鼓励，欢迎Star

image-20210306080759334

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