MacHu-GWU

// These settings override both User and Default settings for the Bash syntax
{
    "translate_tabs_to_spaces": true
}

MacHu-GWU

Interview Cheatsheet

• Interview Cheatsheet
  • General Question - Introduce Each Other (介绍自己的经历, 经验, 技能, 特长 等)
    • Q: Introduce Your Self
    • Q: What is your role and responsibility in your current job?
  • General Question - What do you want to ask us (问用人单位的问题)
• Q: Responsibility - Can you tell me more about the day-to-day responsibilities of this job?

MacHu-GWU

Senior Data Engineer

Job Description

MacHu-GWU

#!/usr/bin/env python
# -*- coding: utf-8 -*-

"""
Display running AWS Resource associate by Search Keyword.

- EC2: check all tag values
- Sagemake Notebook: check notebook name and all tag values
- RDS: check db identifier and all tag values
"""

MacHu-GWU

# -*- coding: utf-8 -*-

"""
- Pip install this: https://github.com/aiguofer/gspread-pandas
- Follow this to setup your Google API credential: https://github.com/aiguofer/gspread-pandas#client-credentials
- Finally you put your credential.json file at ``~/.config/gspread_pandas/google_secret.json``
"""

from gspread_pandas import Spread

MacHu-GWU

.. role:: red
    :class: red

.. role:: blue
    :class: blue

.. role:: green
    :class: green

.. raw:: html

MacHu-GWU

Feature Engineering

• 使用sklearn做单机特征工程: http://www.cnblogs.com/jasonfreak/p/5448385.html
• Discover Feature Engineering, How to Engineer Features and How to Get Good at It: https://machinelearningmastery.com/discover-feature-engineering-how-to-engineer-features-and-how-to-get-good-at-it/

Kaggle Competetions

MacHu-GWU

#!/usr/bin/env bash

DATABASE="Database name here"
HOST="Host here"
PORT=27017
USERNAME="username"
PASSWORD="password"

BUCKET_NAME="www.wbh-doc.com"
STORAGE_PREFIX="FileHost/MongoBackup" # No Slash at Begin and End!

MacHu-GWU

// Use Gists to store code you would like to remember later on
console.log(window); // log the "window" object to the console

MacHu-GWU

PyCharm Shortcut Key

在默认设置的基础上加一些个人的自定义。

• Windosw下使用Default。
• MacOS下使用MacOS.