lizarova777 Goto Github PK

automated_intervention_project

Creating a product for an automated intervention in order to improve student performance and their learning experience in a course.

basic_visualizations_activity

Visualizing the relationships between variables and simulating data using an educational dataset containing 100 students.

cc-linear-mixed-models

Introduction to linear mixed models

class-activity-5

Test analysis plots

closing_the_loop_project

Building a system that autogenerates a report and emails it to oneself.

clustering_activity

Clustering exercise

course_completion_outcome_in_vle

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.

data-science--cheat-sheet

Cheat Sheets

data_wrangling

Data Wrangling/Manipulation

datascience

Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar

decision_trees-_cross_validation_project

Building classification trees using MOOC data and pruning them to prevent overfitting

decision_trees-_prediction_with_cart

Building decision trees based on students' performance on Intelligent Tutoring System

deliverables

Edit README to add your LinkedIn and Github profile pages and upload your MOU/group as pdf

diagnostic_metrics_project

Building some classification trees and then generating diagnostic metrics about these trees.

dm

Relational data models

functions-dockers

Functionalization & Dockerization Tutorial

ggplot_examples

ggplot examples

github-api

glove

GloVe model for distributed word representation

installation-account-setup

Installation & Account Setup

interactive_visualizations_midterm_results_project

Creating an interactive visualization consists of skill mastery for each student based on the midterm results

interpret

Fit interpretable models. Explain blackbox machine learning.

interpret-community

The Interpret Community extends Interpret repo with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

k-means_cluster_analysis_project

Applying K-Means Cluster Analysis to educational datasets

lak19

Python Bootcamp for Learning Analytics Practioners

lasi2019

lizarova777

Config files for my GitHub profile.

matchy-matchy

Gale-Shapley matching example

mock-class-activity