Social And Emotional Learning Courses

BSidesLV

Catch Me, Yes We Can! - Pwning Social Engineers Using Natural Language Processing Techniques in Real-Time

Explore cutting-edge NLP techniques to combat social engineering attacks in real-time, enhancing cybersecurity defenses and protecting against sophisticated manipulation tactics.

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

BSidesLV

Social Engineering at Scale, For Fun

Explore social engineering tactics at scale, from individual targeting to nation-state operations. Learn to identify, report, and defend against misinformation campaigns and coordinated attacks on social platforms.

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

BSidesLV

An Introduction to Machine Learning and Deep Learning

Explore machine learning and deep learning fundamentals, applications, and key concepts with expert Hillary Sanders in this comprehensive introduction.

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

BSidesLV

Something Wicked - Defensible Social Architecture in the Context of Big Data, Behavioral Econ, Bot Hives, and Bad Actors

Explore defensible social architecture in the era of big data, behavioral economics, bot hives, and malicious actors with insights on protecting digital ecosystems.

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

BSidesLV

Applied OSINT - Enabling Better Social Engineering for Better Pen Tests

Explore OSINT techniques to enhance social engineering in penetration testing. Learn about Facebook Live, heat maps, password dumps, and persuasion principles for more effective assessments.

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

BSidesLV

The New Cat and Mouse Game - Attacking and Defending Machine Learning Based Software

Explore techniques for attacking and defending machine learning-based software, including practical demonstrations and insights from academic literature.

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

BSidesLV

Deep Learning Neural Networks – Our Fun Attempt at Building One

Explore deep learning neural networks through a hands-on approach, learning to build and understand these powerful AI tools in a fun and engaging way.

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

BSidesLV

The Blooming Social Media Economics Built on Fake Identities

Explore the economics of social media built on fake identities, examining its impact and implications for online platforms and user interactions.

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

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

No Black Box Machine Learning Course – Learn Without Libraries

Gain deep understanding of machine learning by coding without libraries. Demystify inner workings, enhance software development skills, and build practical applications like a drawing recognizer.

• freeCodeCamp
• 3-4 hours
• Self-Paced
• Free Video

Black Hat

Engineering Cybersecurity for a Nation - What Singapore is Learning from Cars and Sanitation

Singapore's approach to national cybersecurity, drawing lessons from cars and sanitation to build a Smart Nation and challenge traditional security paradigms.

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