Pinned Repositories
applied-metrics
Code to support work for ARE213: Applied Econometrics at UC Berkeley
CPLN692-Final
San Francisco Traffic Congestion Management Program Portal
ESE520
Agent-based modeling for AV driving behavior
Geospatial-Software-Design
CPLN670 Geospatial Software Design Final Project
Python-Geospatial-Fundamentals
D-Lab's 6 hour introduction to working with geospatial data in Python. Learn how to import, visualize, and analyze geospatial data using GeoPandas in Python.
WalnutCreekTDM
StreetLight Data Summary
meiqingli's Repositories
meiqingli/meiqingli.github.io
Personal academic website
meiqingli/Python-Geospatial-Fundamentals
D-Lab's 6 hour introduction to working with geospatial data in Python. Learn how to import, visualize, and analyze geospatial data using GeoPandas in Python.
meiqingli/Geospatial-Software-Design
CPLN670 Geospatial Software Design Final Project
meiqingli/CCAI-Summer-School
meiqingli/Computational-Social-Science-Training-Program
This course is a rigorous, year-long introduction to computational social science. We cover topics spanning reproducibility and collaboration, machine learning, natural language processing, and causal inference. This course has a strong applied focus with emphasis placed on doing computational social science.
meiqingli/CP201B-Spr23
Public repo for CYPLAN 201B, Spring 2023
meiqingli/cs231n.github.io
Public facing notes page
meiqingli/DS-200
fa22 public facing repo
meiqingli/dssj_summer2022
meiqingli/generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
meiqingli/GitHub_Pages_Tutorial
meiqingli/meiqingli
Config files for my GitHub profile.
meiqingli/Mesa-ABM-Tutorial
meiqingli/NLP-climate-science-tutorial-CCAI
meiqingli/PAD-6716
Python geospatial analytics materials for PAD 6716 Information Systems for Public Administrators and Planners
meiqingli/python-cheatsheet
Basic Cheat Sheet for Python (PDF, Markdown and Jupyter Notebook)
meiqingli/Python-Data-Visualization
D-Lab's 3 hour introduction to data visualization with Python. Learn how to create histograms, bar plots, box plots, scatter plots, compound figures, and more, using matplotlib and seaborn.
meiqingli/Python-Data-Wrangling
D-Lab's 3 hour introduction to data wrangling in Python. Learn how to import and manipulate dataframes using pandas in Python.
meiqingli/Python-Fundamentals
D-Lab's 12 hour introduction to Python. Learn how to create variables and functions, use control flow structures, use libraries, import data, and more, using Python and Jupyter Notebooks.
meiqingli/Python-Geospatial-Fundamentals-Pilot
meiqingli/python-machine-learning
Introduction to scikit-learn and TPOT
meiqingli/Python-Text-Analysis
D-Lab's 12 hour introduction to text analysis with Python. Learn how to perform bag-of-words, sentiment analysis, topic modeling, word embeddings, and more, using scikit-learn, NLTK, Gensim, and spaCy in Python.
meiqingli/python-text-analysis-fundamentals
Computational text analysis for Spring 2019 by Caroline Le Pennec-Caldichoury
meiqingli/Python-Web-Scraping
D-Lab's 3 hour introduction to web scraping in Python. Learn how to use APIs and scrape data from websites using the New York Times API and BeautifulSoup in Python.
meiqingli/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
meiqingli/R-Data-Visualization
D-Lab's 3 hour introduction to data visualization with R. Learn how to create histograms, bar plots, box plots, scatter plots, compound figures, and more using ggplot2 and cowplot.
meiqingli/R-Data-Wrangling
D-Lab's 6 hour introduction to data wrangling with R. Learn how to manipulate dataframes using the tidyverse in R.
meiqingli/R-Fundamentals
D-Lab's 12 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations, use control flow structures, and more, using R in RStudio.
meiqingli/UCB_CYPLAN255_2024
Course repo for material related to CYPLAN 255 at UC Berkeley, Spring 2024
meiqingli/website-template