CS-411: Digital education

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Lectures in this course (81)

Collaborative Learning: Effectiveness and Strategies

Delves into the effectiveness of collaborative learning compared to individual learning and the factors influencing its success.

Statistical Mediation and Moderation

Explores statistical mediation, moderation, ANOVA, and hypothesis testing.

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Predicting Completion Time: Optimization Strategies

Discusses predicting completion time and optimizing activities through efficient orchestration strategies and experiment-based completion curve predictions.

FROG Tutorial: Orchestration Graphs

Explains the use of FROG for orchestrating activities like brainstorming and video playing.

Extended Reality: Augmented, Virtual, Mixed, and Metaverse

Covers Augmented Reality, Virtual Reality, Mixed Reality, and the Metaverse, exploring their applications and immersive nature.

Experimental Design: Variables and Hypotheses

Covers research questions, hypotheses, variables, and experimental designs in learning experiments.

Experimental Research Design: T-Test Analysis

Explores digital lesson development, experimental research, t-tests, ANOVA, and statistical analysis using R.

Interactive Lecture Enhancement: FROG Tutorial

Introduces FROG, a tool to enhance classroom interactivity through interactive activities and complete control over class progress.

Digital Skills: Computational Thinking and Tools

Explores digital tools, computational thinking, coding, and data analysis in education.

Analysis of Variance (ANOVA)

Covers Analysis of Variance (ANOVA) for assessing categorical variable effects on quantitative outcomes.

Learning Analytics: Classroom Analytics

Explores adaptive instruction, cognitive diagnosis, and handwriting difficulty analysis using machine learning models.

Interactive Lecture Tools

Introduces FROG, a tool to enhance classroom interactivity through quizzes, brainstorming, and peer reviews.

Lesson Design: Hands-on Approach

Covers lesson design, learning objectives, and task breakdown with a hands-on approach.

Problem Solving Strategies: Math Word Problems

Discusses problem-solving strategies for math word problems and engaging activity design.

Linear Regression: Understanding Quantitative Relationships

Covers linear regression, from developing research questions to interpreting R-squared and adding predictors to improve the model.

Bayes' Theorem Overview

Introduces FROG, a tool for educators to enhance classroom interactivity.

Constructivism

Delves into constructivism, Piaget's stages, simulations, and inquiry-based learning.

Two-way ANOVA and Chi-square Test

Explores two-way ANOVA, chi-square test, model comparison, and variable transformation for statistical analysis.

Social Cognition

Delves into social cognition, collaborative learning effectiveness, group consensus, and the role of technology in enhancing interactions.

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