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Name: Anna Lizarov
Type: User
Company: Sesame Workshop
Bio: Data analyst at Sesame Workshop.
Location: New York, NY
Name: Anna Lizarov
Type: User
Company: Sesame Workshop
Bio: Data analyst at Sesame Workshop.
Location: New York, NY
Creating a product for an automated intervention in order to improve student performance and their learning experience in a course.
Visualizing the relationships between variables and simulating data using an educational dataset containing 100 students.
Introduction to linear mixed models
Test analysis plots
Building a system that autogenerates a report and emails it to oneself.
Clustering exercise
Determine factors that predict the course completion outcome in a virtual learning environment (VLE). A binomial logistic regression and a two-way ANOVA test for interaction were conducted to answer two research questions.
Cheat Sheets
Data Wrangling/Manipulation
Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar
Building classification trees using MOOC data and pruning them to prevent overfitting
Building decision trees based on students' performance on Intelligent Tutoring System
Edit README to add your LinkedIn and Github profile pages and upload your MOU/group as pdf
Building some classification trees and then generating diagnostic metrics about these trees.
Relational data models
Functionalization & Dockerization Tutorial
ggplot examples
GloVe model for distributed word representation
Installation & Account Setup
Creating an interactive visualization consists of skill mastery for each student based on the midterm results
Fit interpretable models. Explain blackbox machine learning.
The Interpret Community extends Interpret repo with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
Applying K-Means Cluster Analysis to educational datasets
Python Bootcamp for Learning Analytics Practioners
Config files for my GitHub profile.
Gale-Shapley matching example
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.