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浅水喧闹 深潭无波

https://yestinyang.github.io/2017/12/04/DLS-2-Improving-Deep-Neural-Networks.html

deeplearning.ai by Andrew Ng on CourseraFull Course Name: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and OptimizationW1: Practical...

https://yestinyang.github.io/2017/12/25/DLS-4-Convolutional-Neural-Networks.html

deeplearning.ai by Andrew Ng on CourseraW1: Foundations of Convolutional Neural NetworksV1: computer vision problem types: classification / object detection...

https://yestinyang.github.io/2017/10/17/Microsoft-Course-8b-Programming-with-Python-for-Data-Science.html

1. The Big Picture Data Science and Analysis Keep your goal in mind and be careful when collecting data Good data is the more impo...

https://yestinyang.github.io/2018/01/05/Create-a-Blog-in-15-Minutes.html#5-%E7%94%A8stackedit%E6%92%B0%E5%86%99%E5%8D%9A%E6%96%87

作为这个博客的第一篇文章，先写写我是如何创建这个博客的。与标题不同，我花了N倍于15分钟的时间来开启这个博客，而秉持着“解决核心问题，避免额外认知负担”的思路，最终采取了这一套简单稳定的方案。这也符合接触新事物时“粗浅–深入–精炼”的认知过程。基本思路和准备条件利用GitHub Pages项目免费的博客生成系统，...

https://yestinyang.github.io/2018/03/13/Linux-Command-Line-Basic-and-Shell.html

Go Into the ShellEnvironment: VirtualBox + Vagrant + Git BashTerminal and Shell: Terminal (emulator) displays your keyboard input and the output, but itself...

https://yestinyang.github.io/2017/08/28/Microsoft-Course-8b-Programming-with-Python-for-Data-Science.html

1. The Big Picture Data Science and Analysis Keep your goal in mind and be careful when collecting data Good data is the more impo...

https://yestinyang.github.io/2018/02/19/DLS-5-Sequence-Models.html

deeplearning.ai by Andrew Ng on CourseraW1: Recurrent Neural NetworksBuilding Sequence ModelNotation:Model Architecture: Why standard network works not well...

https://yestinyang.github.io/2018/01/05/Create-a-Blog-in-15-Minutes.html#5-%E7%94%A8stackedit%E6%92%B0%E5%86%99%E5%8D%9A%E6%96%87

作为这个博客的第一篇文章，先写写我是如何创建这个博客的。与标题不同，我花了N倍于15分钟的时间来开启这个博客，而秉持着“解决核心问题，避免额外认知负担”的思路，最终采取了这一套简单稳定的方案。这也符合接触新事物时“粗浅–深入–精炼”的认知过程。基本思路和准备条件利用GitHub Pages项目免费的博客生成系统，...

https://yestinyang.github.io/2017/11/20/DLS-Neural-Networks-and-Deep-Learning.html

deeplearning.ai by Andrew Ng on CourseraW1: Introduction to Deep LearningSupervised Neural Network ![Alt text 700x0](https://github.com/Yesti...

https://yestinyang.github.io/2017/12/06/DLS-3-Structuring-Machine-Learning-Projects.html

deeplearning.ai by Andrew Ng on CourseraW1: ML Strategy 1Introduction to ML strategyV1: course target – how to effectively tune your MLV2: orthogonalization ...

https://yestinyang.github.io/2018/03/25/Git-GitHub.html

Git: Commands Create Repo git init initial a folder as a new repo, tracking all modification under it .git/config configure only f...

https://yestinyang.github.io/2018/01/29/Coursera-Machine-Learning.html

Week 1: IntroductionApplication of ML Database mining large dataset growth of automation/web Application can’t program by hand hand...

https://yestinyang.github.io/2017/09/20/Microsoft-Course-9a-Applied-Machine-Learning.html

1. Time Series and ForecastingIntroduction to Time SeriesFinance / stock / currency exchange rate / sales forecast / temperature / heartrate / Semicon ET and...

https://yestinyang.github.io/2018/01/08/Python-Packages-for-Data-Science.html

This blog is created to record the Python packages of data science found in daily practice or reading, covering the whole process of machine learning from vi...