changshuren
Principal Consultant (Data Scientist/Psychometrician) at Illinois State Board of Education
Illinois State Board of EducationSpringfield, IL, USA
Pinned Repositories
Advanced-Regression
Advanced_Data_Science_with_IBM
This is the repository for the Advanced Data Science with IBM Specialization in Coursera
Advanced_Regression_House_Price_Prediction
Build a mode that can help best predict house prices based on 186 factors.
Anomaly-Detection-via-PyCaret
Automatic_Ticket_Classification_Project
awesome-seml
A curated list of articles that cover the software engineering best practices for building machine learning applications.
Breast-Cancer-Classifications
Capstone_Project_Credit_Card_Fraud_Detetction
Credit Card Fraud Detetction Project By Shu-Ren Chang
Data-Science-ML-Full-Stack-2022
Everything you need to know for data science.
NLP_Syntactic_Processing
Syntactic Processing techniques include: 1. PoS tagging and HMM model; 2. Constituency and Dependency parsing; 3. Name Entity Recognition (NER); 4. Custom NER and Conditional Random Fields (CRF); and 5. Application of each topic in Python using Spacy library.
changshuren's Repositories
changshuren/Convolutional-Neural-Network-Industry-Applications
changshuren/awesome-seml
A curated list of articles that cover the software engineering best practices for building machine learning applications.
changshuren/Telecom-Churn-Case-Study
Telecom Churn Case Study
changshuren/Introduction_to_Python
changshuren/Advanced_Regression_House_Price_Prediction
Build a mode that can help best predict house prices based on 186 factors.
changshuren/GOLD-PRICE-PREDICTION
Project Gold Price Predictin using python (Advanced)
changshuren/Coursera-Deep-Learning
My notes / works on deep learning from Coursera
changshuren/Linear_Regression_Bike_Sharing_Project
changshuren/ShinyItemAnalysis
Test and Item Analysis via Shiny
changshuren/minimal
Minimal is a Jekyll theme for GitHub Pages
changshuren/cayman
Cayman is a Jekyll theme for GitHub Pages
changshuren/Course
changshuren/numpy
The fundamental package for scientific computing with Python.
changshuren/fraud_detection2
Create a machine learning model for fraud detection-version 2
changshuren/Fraud_Detection
Create a machine leaning model for fraud detection
changshuren/github-slideshow
A robot powered training repository :robot:
changshuren/difNLR
Detection of Dichotomous Differential Item Functioning (DIF) by Non-Linear Regression Function
changshuren/NLP
NLP
changshuren/NLP-Natural-Language-Processing
changshuren/DataScience
Data Science Resources
changshuren/Linear-Regression
changshuren/Data-Science-ML-Full-Stack-2022
Everything you need to know for data science.
changshuren/DelhiDelightDecisionTree
changshuren/notebook
Jupyter Interactive Notebook
changshuren/Unsupervised-Learning-Principal-Component-Analysis
changshuren/Unsupervised-Learning-Clustering
changshuren/Logistic-Regression
changshuren/Breast-Cancer-Classifications
changshuren/Tree-Models
changshuren/Syntactic-Processing