Yvonne Li's repositories
Kaggle-ELL-Assessment
Leveraged BERT, Linear Regression, SVR, and Random Forest to assess the language proficiency of 8th-12th grade English Language Learners (ELLs) based on 6 metrics
100days
100 days of algorithms
AllAboutDataKnowledge
resources for data scientist and analysts
CFA-Level-1-Preparation
CFA level study process
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
CourseraExploratoryDataAnalysis
for Coursera Data Science Course assignments submission [Exploratory data analysis]
dataRetrieval
This R package is designed to obtain USGS or EPA water quality sample data, streamflow data, and metadata directly from web services. See: http://usgs-r.github.io/dataRetrieval/
datasharing
The Leek group guide to data sharing
Intelligent-Agents-Reinforcement-Learning
Course assignment for SCS_3547_022 Intelligent Agents & Reinforcement Learning
Divide-and-Conquer--Sorting-and-Searching--and-Randomized-Algorithms
Divide and Conquer, Sorting and Searching, and Randomized Algorithms
geoknife
R tools for geo-web processing of gridded data via the Geo Data Portal. geoknife slices up gridded data according to overlap with irregular features, such as watersheds, lakes, points, etc.
londonmapbot
:round_pushpin::robot: Twitter bot: random London coordinates fed to the Mapbox API and posted with {rtweet} via a GitHub Action
MachineLearningNotebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft
ML-For-Beginners
12 weeks, 24 lessons, classic Machine Learning for all
portfolios
Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
Python
All Algorithms implemented in Python
R-Playbook
random adhoc projects
Rprogramming
Coursera R programming course
Web
前端入门和进阶学习笔记，超详细的Web前端学习图文教程。从零开始学前端，做一个Web全栈工程师。持续更新...
yvonne-li.github.io
Personal blog for Yvonne Li
zmPDSwR
Example R scripts and data for "Practical Data Science with R" 1st edition by Nina Zumel and John Mount (Manning Publications)