下列何者不是雲端計算的特點？ 1. 可靠性 2. 可擴展性 3. 低成本 4. 高安全性 Ans: 低成本 雲端計算是指...? 1. 在物理伺服器上運行軟體應用程式 2. 在網路上存儲和處理資料

2020/12/25: Scikit-learn, Panda, and Kaggles 2021/01/15: PyQt, matplotlib, Seaborn, and Titanic 2021/01/18: 利用 PyQt 實作錄音機 2021/01/19: Docker 2021/01/22: Linear/Logistic Regression, and ML Algorithms & SVM 2021/01/26: PyTorch & flack8 2021/01/27: Kaggle's Titanic competition with ANN 2021/01/28: C++ Document 2021/01/30: A_company_5daysData 2021/01/31: librosa

SQLAlchemy 2.0 References: https://docs.postgresql.tw/server-administration/installation-from-source-code/short-version Installation Ubuntu other:

2021.07.01~ Topics SENet(Squeeze-and-Excitation Networks) Attention Mechanism GAN FCN RNN Transformer

import: from argparse import ArgumentParser 1~create a new parser: prog : program name usage : None. Replaced by program name description : "Hello parse" epilog : addition materials

librosa: https://librosa.org/doc/0.8.0/generated/librosa.stft.html Basic: sample rate: How many points in a second. if sr=1000, the data can represent at most 500 Hz's sound. STFT Steps

RoyChao @2021 DSL ( Digital Subscriber Line ) 用電話線未使用的頻段，傳送數據 人：300~3.4K Hz 數據： 200k~800k Hz DSL

F14071075 @2021 上一次的 Arkanoid game 筆記: Arkanoid game 原始遊戲Github網址： https://github.com/LanKuDot/MLGame/tree/beta7.1.3/games/pingpong#readme 環境： Ubuntu 20.04 git

App Client-Server Server: always on, permanent IP Client: Peer-to-Peer (P2P)

https://colab.research.google.com/drive/1GkOWHv4kDySuxWQcEHsEUkk_lsd6IWM5?usp=sharing Type: Model-free or Model-based Value-Based or Policy-Based(Probability) Monte-Carlo update or Temporal-Difference update On-Policy or Off-Policy Deep-Q-Learning:

F14071075 @2021 原始遊戲Github網址： https://github.com/LanKuDot/MLGame/tree/beta7.1.3?fbclid=IwAR1ieKsT-bvlnu-YddUREAct141ay61-lmRhBKLIO3631WZJQTHHlYz9KSc 環境： Ubuntu 20.04 git python 3.8.5 pygame

2021/01/30: Google Colab: https://colab.research.google.com/drive/19knEYC_l2Uy2KmmAYAMsZxd-bZ7ZwsUr?usp=sharing DataFrame: Before : After :

Cheat Sheet ^^ References: NCKU 李信杰教授 Introduction Hello-World ! package package_name public class _HelloWorld_Class {

Database:collection of related data Data meta-data: 描述有哪些data的Data Mini-World: Under real world Entity(Entities) Must be ALL CAPITAL NAME

Reference: https://mofanpy.com/tutorials/machine-learning/torch/GAN/

(2020/12/25 Roy_Chao) Kaggle's Titanic part 1 Google Colab File/Folder Structure Scikit-learn practice Scikit-learn Getting Start User Guide NY API NY Examples NY

PostgreSQL Installation pip3 install sqlalchemy with Python3 Use it!

Google Colab: https://colab.research.google.com/drive/1SVRDieZ6Y82uuEqNXAJkmRKOa0oYraja?usp=sharing

此為verilog作業之補充部分 架構為： traffic_light_tb.v 為測驗檔案 traffic_light.v 為自己寫的紅綠燈程式碼 助教要求使用ModelSim作為工具。但MacOS不支援ModelSim

References: https://medium.com/@xrayjemmy/%E7%94%A8-flutter-%E8%88%87kkbox-api%E5%81%9A%E5%87%BA%E7%A7%91%E7%A7%91%E6%AD%8C%E5%96%AE-83a56172d975 科科歌單...寒暑訓最後一天的科科場?! https://www.learncodewithmike.com/2020/02/python-kkbox-open-api.html https://docs-zhtw.kkbox.codes/#overview--step-2-獲取-access-token Start ! Install flutter: