KarenZhuqianZhou's repositories
tree-of-thought-llm
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
AIED2022
Keyword and social network analysis of AIEd related research communities (2013-2020).
HUDM6122_MultivariateStatistics
This is a repo for the course, Multivariate Statistics, offered by Professor Dobrin Marchev in Spring 2022.
aiedu
Keyword and social network analysis of AIEd related research communities (2013-2020)
HUDM5123_FinalProject
RQ: To what extent do different interpretation-of-experienced-difficulty mindsets affect students’ academic performance?
20200304_DSEA_WellnessWeek
Visualize PhD students' mental health based on 2019 Nature survey data
HUDM5123_Lab01_LinearRegressionInR
Class projects for HUDM5123: Linear Models & Experimental Design
2019_Elections_HKDistrictCouncil
Replicate some basic statistics in the news about 2019 District Council Elections in Hong Kong
My-Project-Journey
Here, you will find several of my completed projects which aid educators by helping develop curriculum mapping and personalize learning, while predicting students' behaviors.
DataChallenge_BrownDatathon2019
http://bds.cs.brown.edu/datathon
HUDK4051_RecommenderSystems
Creating a collaborative filter to recommend which unit to tackle next
week-5-Intro-to-Machine-Learning-for-Classification-2-Neural-Network-and-Naive-Bayes
Simple neural network and Naive Bayes
week-4-Intro-to-Machine-Learning-1-for-Classification-Logistic-Regression-and-SVM
Intro to Machine Learning for Classification: Logistic Regression and SVM
week-3-Multivariate-Analysis-and-Data-Visualization-with-Matplotlib-and-Seaborn
Multivariate Analysis (Correlation, PCA) and Data Visualization with Matplotlib and Seaborn
week-6-Intro-to-deep-learning-tensorflow-and-Keras
Intro to deep learning: tensorflow & Keras
week-2-Intro-to-Statistics-Analysis
Intro to Statistics Analysis: T-test, Chi Square Test, Lineaer & Logistic Regression and Multivariate Analysis
week-1-Data-Structure-and-Data-Exploration
Introduction to Python and Data Exploration