P3 機器學習演算法練習
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- Goal: Implementation of linear regression, classifier(kNN for MNIST), and k-means clustering.
- Readings
- 原文書:"Chapter 3", Getting Started with TensorFlow, G. Zaccone, Packt, 2016.
- 中文譯本:「第三章 機器學習簡介與應用」,深度學習快速入門─使用TensorFlow,G. Zaccone著/傅運文譯,博碩文化,2017。
- TensorFlow Getting Started: Getting Started With TensorFlow, MNIST For ML Beginners.
- 原文書:"Chapter 3", Getting Started with TensorFlow, G. Zaccone, Packt, 2016.
- Homework
- Read Chapter 3 of the TensorFlow book. Googling TensorFlow tutorials and videos by yourself.
- Create a separate web page for this programming assignment. Write the programming page with
- descriptions of basic concepts, and
- a lot of pictures of your programming codes and results, captured from your computer screen.
- There are two things you have to write in the exercise page
- Practice codes and program results (screen capture)
- Bug/difficulty you encounter, and the way you solve it.
- Submit the web address of your web page to this P3 submission form.