Data

DA

适用于 DA, BA, BIE

• Database
  • LC SQL by Topics: Basic, Intermediate
  • LC SQL: 高频到低频100+题
• Data Science
  • Statistics and Probability
  • Kaggle Courses

DS

• Database
  • LC SQL by Topics: All
  • LC SQL: 高频到低频150+题
• Programming
  • Python Basics
  • Big O
• Data Science
  • Statistics and Probability
  • Kaggle Courses

MLE

• Database
  • LC SQL by Topics: All
  • LC SQL: 高频到低频150+题
• Programming
  • Python Basics
  • Big O
  • LC Data Structures and Algorithms
  • LC Algorithms
  • Advanced Python Tutorials
• Data Science
  • Statistics and Probability
  • Kaggle Courses

DE

• Database
  • LC SQL by Topics: All
  • LC SQL: 高频到低频150+题
• Programming
  • Python Basics
  • Big O
  • LC Data Structures and Algorithms
  • LC Algorithms
  • Advanced Python Tutorials
• Data Science
  • Statistics and Probability
  • Kaggle Courses

SDE

• Database
  • LC SQL by Topics: All
  • LC SQL: 高频到低频150+题
• Programming
  • Big O
  • LC Data Structures and Algorithms
  • LC Algorithms

Reference

LearningSparkV2

Reference

Wiki Git
Git Documentation

Pipenv Intro

Pipenv is a great Python Dev workflow for humans. It was designed for replacing Pip, venv, and virtualenv. By using Pipenv, you have the easiest way to manage your Python environments, including package version control, minimum project size, dev & prod env isolation, migration, and teamwork.

Homebrew

TL;DR

If your work is related to SQL & databases, you may be frustrated with troubleshooting your SQL code or SQL practice since:

• Terminal does not have a beautiful UI & is hard to manipulate your code
• IDE such as MySQLWorkbench does not support multiple outputs

Reference

LearningSparkV2

Reference

Udacity Spark by INSIGHT

GitHub

References

HTML Tutorial
HTML Element Reference

Reference

Udacity Data Structure & Algorithms Nanodegree
Big-O Cheatsheet
Python Complexities

GitHub