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_posts/2023-12-02-PC-softwares.md

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+---
+layout: post
+title: PC Software Installation
+author: [Richard Kuo]
+category: [Lecture]
+tags: [jekyll, ai]
+---
+
+PC Software : Colab, Notepad++, Git-for-Windows, Python3-for-Windows, GPU libraries (CUDA & CuDNN), etc.
+
+---
+## 雲端平台
+### Google Colab 教學
+[Google Colab 新手的入門教學](https://tw.alphacamp.co/blog/google-colab)<br>
+
+---
+## 程式語言
+
+### [Python Programming](https://www.programiz.com/python-programming)
+
+### [Python Tutorials](https://www.w3schools.com/python/python_intro.asp)
+
+---
+## 程式編輯器
+
+### For Windows: install [Notepad++](https://notepad-plus-plus.org/downloads/)
+
+### For Ubuntu / MacOS: no intallation needed, use built-in editors
+* **nano** (for Ubuntu / MacOS)<br>
+* **vim** (for Ubuntu / MacOS)<br>
+
+---
+## Linux作業系統模擬器
+
+### [Git-for-Windows](https://gitforwindows.org/)
+**[Download](https://github.com/git-for-windows/git/releases/latest)**<br>
+
+---
+### [Linux Command 命令列指令與基本操作入門教學](https://blog.techbridge.cc/2017/12/23/linux-commnd-line-tutorial/)
+* `ls -l` (列出目錄檔案)<br>
+* `cd ~` (換目錄)<br>
+* `mkdir new` (產生新檔案夾)<br>
+* `rm file_name` (移除檔案)<br>
+* `rm –rf directory_name` (移除檔案夾)<br>
+* `df .` (顯示SD卡已用量)<br>
+* `du –sh directory` (查看某檔案夾之儲存用量)<br>
+* `free` (檢查動態記憶體用量)<br>
+* `ps –a`   (列出正在執行的程序)<br>
+* `kill -9 567`  (移除程序 id=567)<br>
+* `cat /etc/os-release` (列出顯示檔案內容，此檔案是作業系統版本)<br>
+* `vi file_name` (編輯檔案)<br>
+* `nano file_name` (編輯檔案)<br>
+* `clear` (清除螢幕顯示)<br>
+* `history` (列出操作記錄)<br>
+
+### [GNU / Linux 各種壓縮與解壓縮指令](https://note.drx.tw/2008/04/command.html)
+
+---
+## Python解譯器
+
+### [Python3 for Windows](https://www.python.org/downloads/windows/)
+Python 3.11.9 - April 2, 2024<br>
+Download [Windows installer (64-bit)](https://www.python.org/ftp/python/3.11.9/python-3.11.9-amd64.exe)<br>
+
+### [Windows如何安裝Python3.11](https://ailog.tw/lifelog/2023/01/30/win-python311/#google_vignette)
+
+---
+### Ubuntu OS
+`$ python3 -V`<br>
+
+**Ubuntu 20.04 LTS**<br>
+Python 3.8.10<br>
+
+**Ubuntu 22.04 LTS**<br>
+Python 3.10.12<br>
+
+**Ubuntu 24.04 LTS**<br>
+Python 3.12.3
+
+---
+### Install Python packages 
+* 啟動 GitBash (啟動 Linux終端機)
+
+`python3 -V`<br>
+`python3 –m pip install --upgrade pip`<br>
+`pip -V`<br>
+`pip install jupyter`<br>
+`pip install pandas`<br>
+`pip install matplotlib pillow imutils`<br>
+`pip install opencv-python`<br>
+`pip install scikit-learn`<br>
+`git clone https://github.com/rkuo2000/cv2`<br>
+
+---
+### GPU 函式庫安裝
+* [CUDA Toolkit](https://developer.nvidia.com/cuda-toolkit) 
+  - [CUDA installation](https://docs.nvidia.com/cuda/cuda-installation-guide-microsoft-windows/index.html)
+* [CuDNN](https://developer.nvidia.com/cudnn)
+  - [cuDNN installation](https://docs.nvidia.com/deeplearning/cudnn/install-guide/index.html)
+
+---
+### [PyTorch get-started](https://pytorch.org/get-started/locally/)<br>
+#### [PyTorch Tutorials](https://pytorch.org/tutorials/)
+`pip install torch torchvision torchaudio`<br>
+
+---
+### Tensorflow
+#### [Tensorflow Turorials](https://www.tensorflow.org/tutorials)
+`pip install tensorflow`<br>
+
+<br>
+<br>
+
+*This site was last updated {{ site.time | date: "%B %d, %Y" }}.*
+