Interaction Models Courses and Certifications

Simons Institute

Human-AI Interaction in the Age of Large Language Models

Explores LLMs' impact on human-AI interaction, focusing on computational social science and AI-assisted therapy. Demonstrates how LLMs can empower individuals and foster positive change.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Joint Mathematics Meetings

Human-Machine Interaction Models and Stochastic Optimization

Explore stochastic optimization and human-machine interaction models, focusing on utility problems, risk preferences, and mean variance optimization in this mathematical presentation.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk

USC Information Sciences Institute

Designing and Evaluating Language Models for Human Interaction

Explore language model design and evaluation for human interaction, covering text infilling, collaborative writing analysis, and a new framework for assessing human-AI language interaction.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Simons Foundation

Understanding Deep Learning Models via Interaction Importance

Discover how interaction importance reveals the inner workings of deep learning models through mathematical foundations and interpretability techniques.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Minimizing Risk Through Minimizing Model-Data Interaction - A Protocol for Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models

Discover a protocol for developing child abuse imagery detection models while minimizing harmful data exposure through proxy task methodologies and risk reduction strategies.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

System-Bath Interaction Models for Quantum Ground- and Thermal-State Preparation

Explore system-bath interaction models for quantum ground and thermal state preparation with dissipative algorithms, Lindblad dynamics, and rigorous complexity guarantees.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Develop a custom Alexa skill using Amazon's Alexa Skills Kit and AWS. Learn to create interaction models, Lambda functions, and handle user input for voice-controlled applications.

• Codecademy
• 2 hours
• On-Demand
• Free Trial Available

Mixed Reality design

Explore mixed reality concepts, design principles, and hands-on development for HoloLens 2. Learn to create immersive 3D applications with gesture recognition and spatial mapping.

• Microsoft Learn
• 6 hours 15 minutes
• On-Demand
• Free Online Course

NPTEL;  IIT Guwahati

Interaction Design

The course addresses issues involved in the design of interactive products for specific user groups. The course content covers basic aspects of these designs including their user interfaces and interactions, their design process and its milestones, and e…

• YouTube
• 10 hours
• On-Demand
• Free Video

Hackaday

Creating with the Machine - Algorithmic Composition for Live Performances

Explore algorithmic composition in live performances, blending computer-generated music with human creativity. Learn techniques for interactive generative algorithms and data representation of musicians' performances.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Amazon Web Services;  Amazon

Build a Dynamic Conversational Bot - Part 1

Learn to build a conversational bot with Amazon Lex in a 1-hour AWS lab, covering interaction models, utterances, intents, and slots.

• AWS Skill Builder
• 1 hour
• Finished
• Paid Course

Amazon Web Services;  Amazon

Build a Dynamic Conversational Bot - Part 1 (Portuguese)

Learn to build a conversational bot with Amazon Lex in just 1 hour via AWS Management Console.

• AWS Skill Builder
• 1 hour
• Finished
• Paid Course

Amazon Web Services;  Amazon

Build a Dynamic Conversational Bot - Part 1 (Portuguese)

Learn to build a conversational bot with Amazon Lex in just 1 hour via AWS Management Console.

• AWS Skill Builder
• 1 hour
• Finished
• Paid Course

Amazon Web Services;  Amazon

Build a Dynamic Conversational Bot - Part 1 (Japanese)

Learn to build a conversational bot with Amazon Lex in Japanese in just 1 hour with AWS.

• AWS Skill Builder
• 1 hour
• Finished
• Paid Course

Amazon Web Services;  Amazon

Build a Dynamic Conversational Bot - Part 1 (Indonesian)

Learn to build a conversational bot with Amazon Lex in AWS, understanding interaction models and managing product order requests.

• AWS Skill Builder
• 1 hour
• Finished
• Paid Course