General learning repo is designed to host various learning objects from sources such as coursera and kaggle
- EDA
- Featuretools
License: Apache License 2.0
General learning repo is designed to host various learning objects from sources such as coursera and kaggle
Stock price app
Sales data app
Seaborn, plotly
groupby, pivot, str extract
SQL join
Jenkins
ML knowledge
t- test
Control store 95th &5th percentile
plot
U practice in Python
SQL datacamp
Create function to cal the correlation
Standardise the magnitude distance
Create a combined score composed of correlation and magnitude
Select the most appropriate control store
Visual checks on trends
Complete Part 1: Select control store
Apply the scaling factor
Calculate the percentage difference between scaled control sales and trial sales
Apply PC role
Datacamp- SQL DB
Linear Regression
stats quest
General Qs
introduction / why us / describe a day / career goal /
xgboost
GBM / Decision Tree
Object-Oriented
Coursera Python 3
SQL
join / partition by
Streamlit
geographic
Jenkins
unit test
Please provide estimated time to complete.
https://github.com/sqlfluff/sqlfluff
TCA model
watch YT: implementation
back-testing, scenario test @couyang24
Jenkin
watch YT : setup, unit test
pytest
SQL
more practice on Partition by, Join( explain the differences)
ETL, design, structure @couyang24
Shiny @couyang24
Streamlit, python(seaborn, plotly)
knowledge
object, pipline, ensemble model, machine learning, deep learning, xgboost, linear regression
go through CV
build project
REPORTING IN SQL & REAL WORLD PROBLEM
COURSERA Python/ WEEK 1
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.