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Name: Tao
Type: User
Bio: I am a student.
Name: Tao
Type: User
Bio: I am a student.
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.
Repository of the Learning Analytics tool ANALYSE for Open edX platform
The data set is downloaded by CDE (California Department of Education).
Educational Data Mining https://irfanalidv.github.io/Analyzing_Students-_Academic_Performance/
JBP040 - Introduction to Machine Learning
Deep learning & NLP based project, using word2vec model for creating word embeddings and using it to feed to LSTM neural network to predict the essay score awarded to a student
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
This repository is a curated list of papers and open source code about competition for CV Adversarial Attack.
Content (handouts and assignements) of the edX MOOC from Berkeley University.
Focused on designing classifier for breast cancer tumor if it is benign or Malignant using MCI Machine leaning dataset, established by university of Wisconsin. After applying expletory data analysis on the datasets, two methods – k nearest neighbors (KNN) and support vector machines (SVMs) - were applied to achieve the classification goals. Further investigation were done on the two methods to improve the classifier. The main concern was to improve the performance as much as possible and to reduce error type II (FN) which classify the patients as been healthy (Benign) while cancer classification is positive. We achieved 97% accuracy using SVMs and 96% accuracy using KNN.
The goal of this project is to create an algorithm that can predict and student learning pathway . When students are stuck on an exercise and a skillset, what content would most likely help the m unstuck. The exercise, video and hint consumption data will be trained using RNN models (GRU or LSTM), with validation on predicting unstuckness.
Examining the California Education Dataset
This repository contains Python file and presentation for OULAD
Students' Academic Performance Dataset
Modeling the performance of students in Cognitive (Problem Solving Tasks) in MOOC (EdX) using Machine Learning
Developed python code to recommend courses to students based on their previous performance
Provides the framework for data aggregation and model training of the startup I co-founded, allowing for a short personality test to determine suitable majors for undeclared college students and incoming freshman.
Will Enrolled Student Successfully Pass the Course? We are predicting Course Completion of Virtual Learning Environment by building Machine Learning Models in Apache Spark environment.
Prediciting number of enrollments for a course using regression
Coursera-big-data-in-education-Fall2013-RyanBaker
吴恩达老师的机器学习课程个人笔记
Anonymized versions of the discussion threads from the forums of 60 Coursera MOOCs
Analytics for MOOC Learning via Coursolve + Oxford Internet Institute
Hack Education Datasets
Used various Python libraries such as numpy, pandas, seaborn, matplotlib and scikit-learn on Jupyter notebook to analyze various factors influencing student grades by performing Exploratory Data Analysis (EDA) and implemented machine learning algorithm , Logistic Regression on “alcohol consumption on student grades”
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Predicting Online Course Grades with Neural Network
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.