Social And Emotional Learning Courses

BSidesLV

No Silver Bullet - Multi Contextual Threat Detection via Machine Learning

Explore multi-contextual threat detection using machine learning, covering big data processing, modeling adversaries, and building custom solutions for defense at scale.

• YouTube
• 53 minutes
• Self-Paced
• Conference Talk

BSidesLV

Social Media in Incident Response Program

Explore integrating social media into incident response programs for enhanced situational awareness, flexible communication, and real-time information gathering during crises.

• YouTube
• 18 minutes
• Self-Paced
• Conference Talk

Derek Banas

Transfer Learning with TensorFlow - Live Coding and Explanation

Comprehensive live coding session on transfer learning with TensorFlow, covering model reuse, data processing, CNN architectures, and performance optimization techniques for efficient deep learning.

• YouTube
• 2 hours 23 minutes
• Self-Paced
• Free Video

Derek Banas

Octave Tutorial for Machine Learning

Comprehensive Octave tutorial covering basic to advanced concepts, including data types, math operations, vectors, matrices, and linear algebra for machine learning applications.

• YouTube
• 3 hours 15 minutes
• Self-Paced
• Free Video

Derek Banas

Learning Japanese - Free Tools and Techniques for Beginners

Comprehensive guide to learning Japanese using free tools, covering Hiragana, Katakana, Kanji, vocabulary, and pronunciation with practical tips and resources for self-study.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Designing for Low-Literate Users - SIGCHI Social Impact Award Lecture

Explore innovative UI design principles for non-literate users, combining voice, video, and graphics. Learn about research across India, Philippines, and South Africa, improving technology accessibility.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Deep Learning with Differential Privacy

Explore deep learning with differential privacy, focusing on techniques to protect data privacy while maintaining model accuracy in machine learning applications.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Open Data Science

Scaling Machine Learning with Data Mesh - Shawn Kyzer

Explore scaling machine learning with Data Mesh, covering key concepts like data as a product, self-serve infrastructure, and federated governance. Learn innovative strategies for enhancing ML capabilities and driving business value.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Society for Industrial and Applied Mathematics

Machine Learning - Dynamical, Statistical, and Economic Perspectives

Explore machine learning's decision-making aspects, focusing on statistical and economic challenges in multiple decision-making, scarcity, and competition through dynamical systems perspectives.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk

American Society for Microbiology

Impact of COVID-19 Curricular Shifts on Learning Gains on the Microbiology for Health Sciences Concept Inventory

Explore COVID-19's impact on microbiology education through concept inventory analysis, examining learning gains, curricular shifts, and student misconceptions in health sciences.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

American Society for Microbiology

Innovation in a Time of Crisis - Adapting Active Learning Approaches for Remote Biology Courses

Strategies for adapting active learning approaches in remote biology education, focusing on innovative techniques to engage students and maintain educational quality during crisis situations.

• YouTube
• 55 minutes
• Self-Paced
• Conference Talk

American Society for Microbiology

Creating a Successful Online Learning Environment

Strategies for effective online biology education: student feedback, research-based practices, communication, course design, accessibility, community building, and feedback mechanisms.

• YouTube
• 34 minutes
• Self-Paced
• Conference Talk

American Society for Microbiology

Using Whole Genome Sequencing and Social Network Analysis to Track Disease

Innovative approach combining DNA sequencing and social network analysis solves mysterious tuberculosis outbreak, revolutionizing public health investigations and disease tracking.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

American Society for Microbiology

The Emerging Role of Social Media in Public Health

Explore how social media and non-traditional data sources revolutionize public health surveillance, enabling rapid detection and monitoring of emerging infectious diseases.

• YouTube
• 35 minutes
• Self-Paced
• Conference Talk

AGU

Intro to Social Media for Scientists

Discover effective social media strategies for scientists, including platform selection, audience targeting, and message framing to enhance scientific communication and outreach.

• YouTube
• 59 minutes
• Self-Paced
• Free Video