Active Learning Courses and Certifications

Lecturio Medical

USMLE Step 1 Question Strategy and Study Tips - A Comprehensive Guide

Master proven strategies for tackling USMLE Step 1 questions effectively, from understanding clinical vignettes to maximizing Qbank usage and developing systematic approaches for finding the best answers.

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

Centre for Networked Intelligence, IISc

Learning Where to Look - Reliable Certificates under Scarce Ground Truth

Discover statistical methods for making reliable inferences when ground truth data is scarce, combining active learning and hypothesis testing for efficient verification.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Metodologias Ativas

7271 ratings at FGV Educação Executiva

Aprenda a aplicar metodologias ativas, criar avaliações eficazes e utilizar ferramentas online para um ensino participativo e focado em objetivos de aprendizagem.

• FGV Educação Executiva
• 1 hour
• On-Demand
• Free Certificate

Clase Entera con PhET para la Educación STEM

145 ratings at Coursera

Estrategias para usar simulaciones PhET en clases grupales: indagación, demostraciones interactivas y preguntas conceptuales para fomentar el aprendizaje activo en ciencias y matemáticas.

• Coursera
• 15 hours 58 minutes
• On-Demand
• Paid Course

Introdução às Simulações PhET para Educação STEM

Aprenda a utilizar simulações interativas PhET para ensino de ciências e matemática, explorando recursos inclusivos e estratégias de aprendizagem ativa para promover equidade e engajamento dos alunos.

• Coursera
• 14 hours 14 minutes
• On-Demand
• Paid Course

Preparar Atividades PhET para Educação STEM

Estratégias para criar atividades de aprendizagem ativa usando simulações PhET em aulas de ciências e matemática, incluindo folhas de atividades e desafios abertos para promover interação e engajamento dos alunos.

• Coursera
• 16 hours 30 minutes
• On-Demand
• Paid Course

Microcredential

Metodologías activas para el aprendizaje

31 ratings at Coursera

Herramientas y técnicas para implementar estrategias innovadoras que fomentan la participación activa y el pensamiento crítico, mejorando el rendimiento y la motivación de los estudiantes.

• Coursera
• 24 weeks, 3 hours a week
• On-Demand
• Paid Course

Broad Institute

Active Learning for Absolute Binding Free Energy Calculations in Drug Discovery

Explore innovative active learning techniques for absolute binding free energy calculations, enhancing drug discovery processes and efficiency.

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

Graham Neubig

CMU Multilingual NLP: Active Learning

Explore active learning in NLP, covering token and sequence-level techniques, uncertainty measures, and human effort considerations for efficient data annotation.

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

IEEE

Point Location and Active Learning - Learning Halfspaces Almost Optimally

Explore advanced techniques in machine learning, focusing on point location, active learning, and halfspaces. Gain insights into cutting-edge algorithms and strategies for optimal learning outcomes.

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

Association for Computing Machinery (ACM)

Interpretable Active Learning

Explore interpretable active learning techniques for machine learning models, focusing on transparency and understanding of model decisions in real-world applications.

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

BIMSA

DP-GEN: An Optimal Active Learning Protocol for Constructing Interatomic Potentials - Materials Simulation

Explore DP-GEN, an innovative active learning protocol revolutionizing molecular modeling by constructing accurate interatomic potentials. Learn its three-step iterative process and applications in materials simulation.

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

Valence Labs

Exploring Molecular Space and Active Learning in Drug Discovery

Explore molecular space and active learning techniques for drug discovery with AI pioneer Yoshua Bengio's insights from the 2024 ML Summer School at Mila.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Deep Active Learning: Enhancing Data Efficiency in Machine Learning - Lecture

Explore deep learning's data efficiency, active learning in NLP, and innovative approaches to enhance learning from human interactions in AI systems.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Roboflow

Active Learning in Computer Vision

Discover techniques for creating active learning pipelines to leverage production data in training advanced computer vision models.

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