marsggbo / Deeplearning.ai_jupyternotebooks
DeepLearning.ai课程学习Jupyter Notebook作业
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deeplearning.ai_JupyterNotebooks
更多干货欢迎关注
- 微信公众号： 【AutoML机器学习】
- 知乎专栏：【AutoML】https://www.zhihu.com/column/automl
第五章的代码作业可能不会做了，希望fork的同学们能够pull一下。
该仓库主要存放Coursera上DeepLearning.ai课程的Jupyter Notebook的练习题。 放在gituhb上希望能和大家一起学习~
1.DeepLearning课程笔记传送门:
第一章 神经网络与深度学习(Neural Network & Deeplearning)
第二章 改善深层神经网络
- DeepLearning.ai学习笔记（二）改善深层神经网络：超参数调试、正则化以及优化--Week1深度学习的实用层面
- DeepLearning.ai学习笔记（二）改善深层神经网络：超参数调试、正则化以及优化--Week2优化算法
- DeepLearning.ai学习笔记（二）改善深层神经网络：超参数调试、正则化以及优化--week3 超参数调试、Batch正则化和程序框架
第三章 结构化机器学习项目
第四章 卷积神经网络
- DeepLearning.ai学习笔记（四）卷积神经网络 -- week1 卷积神经网络基础知识介绍
- DeepLearning.ai学习笔记（四）卷积神经网络 -- week2深度卷积神经网络 实例探究
- DeepLearning.ai学习笔记（四）卷积神经网络 -- week3 目标检测
- DeepLearning.ai学习笔记（四）卷积神经网络 -- week4 特殊应用:人力脸识别和神经风格转换
第五章 序列模型
2.吴恩达机器学习
3.博客地址
4.数据下载
因为github对文件大小有要求，所以很多数据集无法上传，需要的可转至百度网盘下载：
5.其他
如果大家有什么比较好的学习资料或者视频也可以在issue贴出来，我会选出一些合适的整合在这里，谢谢！
近期在准备托福考试，所以后续作业可能会推迟上传。
2018.03.04 更新
6.无耻的广告
哈哈哈，托福只准备了2个月左右一次过了，所以打个广告，又想考托福的可以邮箱( [email protected] )私戳我购买 口语、写作资料，真的是神器！当然也欢迎单纯想问一些考试细节的同学
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