Pinned Repositories
628Module1-Bodyfat
This is a group assignment of course STAT 628, University of Wisconsin-Madison. The main target is to predict a male's body fat percentage by some measurable variables.
ANALYSE
Repository of the Learning Analytics tool ANALYSE for Open edX platform
Analyze-the-performance-of-IMD-s-students---unid3-ativ1
DataCastle-subsidy
大学生助学金精准资助预测
edm-public-dataset
This repository lists the common public dataset used in educational data mining community.
Genetic-Algorithm
在别人的基础上改进的遗传算法
kaggle
Kaggle 项目实战(教程) = 文档 + 代码 + 视频
movieRecommend
基于随机游走模型,融合多种电影特征信息的推荐算法代码
studentlyfe
My exploration and related shenaniganry on the dataset from the paper "StudentLife: Assessing Mental Health, Academic Performance and Behavioral Trends of College Students using Smartphones"
Visualizing-The-Gender-Gap-In-College-Degrees
This repository contains the Python code to analyse data on the gender gap for 17 categories of degrees in US universities. The data, which is from The Department of Education Statistics, contains the percentage of bachelor's degrees granted to women in US from 1970 to 2012. Note that the data I use here was cleaned by Randal Olson, a data scientist at University of Pennsylvania. The dataset is stored in the "percent-bachelors-degrees-women-usa.csv" file. Each column in the dataset represents a category of degree. Using visualizations by Python pandas package, we'll explore how we can communicate the nuanced narrative of gender gap using effective data visualization
taozeze's Repositories
taozeze/Cogmodel
Modeling the performance of students in Cognitive (Problem Solving Tasks) in MOOC (EdX) using Machine Learning
taozeze/DataCastle-subsidy
大学生助学金精准资助预测
taozeze/Analyzing_Students-_Academic_Performance
Educational Data Mining https://irfanalidv.github.io/Analyzing_Students-_Academic_Performance/
taozeze/BigData-in-Education-Columbia-edX
Content (handouts and assignements) of the edX MOOC from Berkeley University.
taozeze/Collaborative-Filtering-Recommendation
Developed python code to recommend courses to students based on their previous performance
taozeze/courseraforums
Anonymized versions of the discussion threads from the forums of 60 Coursera MOOCs
taozeze/deepcode
Deep learning using Recurrent Neural Networks on student code submissions; focusing on LSTMs to predict student success
taozeze/Diabetic_Retinopathy_Detection
Code for the kaggle challenge: Diabetic Retinopathy Detection (TensorFlow)
taozeze/Digital-Education-and-Learning-Analytics
Classifier and Regressor of MOOC's data.
taozeze/Dinsight
Case study of using KNN in educational data mining
taozeze/Educational_Data_Mining_Using_Python
taozeze/expectimax
Expectimax search to find optimal curricula, given a student model
taozeze/ga-students
GA Data Science Students projects
taozeze/ImprovedKnn
taozeze/interview_python
关于Python的面试题
taozeze/Lams
Learning Analysis Manager System,用于在操作系统课程OpenEdx平台下收集分析学生行为
taozeze/LOL-Prediction
Predicting the winner of a League of Legends Game at the 10-minute Mark
taozeze/machine-learning-nanodegree
Codes, notes and guides on Udacity's machine learning nanodegree.
taozeze/machine-learning-nd
Udacity's Machine Learning Nanodegree project files and notes.
taozeze/MachineLearningNanodegree
Udacity Machine Learning Nanodegree - Completed
taozeze/ML2015Final
Predict dropout behavior of MOOCs
taozeze/notes-LSJU-machine-learning
机器学习笔记
taozeze/Predict-Future-Success
predicting students’ algebraic problem performance from logs of student interaction with Intelligent Tutoring Systems, serving as Project 5 in Machine Learning nanodegree on Udacity.
taozeze/Predict-Relationship
A short machine learning project focusing on logistic regression and KNN to predict relationship status of high school students.
taozeze/Student-Intervention
Supervised Learning model to predict whether students will fail school and intervene
taozeze/udacity-ml-nanodegree
Projects for Udacity's Machine Learning Engineer Nanodegree
taozeze/udacity-ml-nanodegree-1
Personal Solutions of Udacity's Machine Learning Nanodegree Projects
taozeze/Udacity_MachineLearning_Nanodegree
Projects for Udacity Machine Learning Nanodegree (https://www.udacity.com/course/machine-learning-engineer-nanodegree--nd009)
taozeze/udaciyty-machine-learning
优达学城机器学习实战项目
taozeze/USHigherEdu
This is an analysis of recent trends in higher education in America, based on the open dataset in the Statistical Abstracts of America Series http://catalog.data.gov/dataset/statistical-abstract-of-the-united-states/resource/405ac4df-2782-4828-bef1-15a5aa82405c