Social And Emotional Learning Courses

Alfredo Canziani

Self-Supervised Learning in Computer Vision

Explore advanced self-supervised learning techniques in computer vision, including PIRL, SwAV, AVID+CMA, and Barlow Twins, to enhance your understanding of representation learning and model training.

• YouTube
• 1 hour 36 minutes
• Self-Paced
• Free Video

Alfredo Canziani

Unsupervised Learning - Autoencoding the Targets

Explore unsupervised learning and generative models, covering topics like latent space interpolation, style transfer, super resolution, and autoencoders. Gain insights into advanced machine learning concepts and techniques.

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

Alfredo Canziani

Supervised and Self-Supervised Transfer Learning With PyTorch Lightning

Explore supervised and self-supervised transfer learning techniques using PyTorch Lightning, comparing their implementation, training, and generalization capabilities in deep learning applications.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Alfredo Canziani

Deep Learning for Natural Language Processing

Explore NLP architectures, transformers, language models, and advanced techniques for text generation and embedding learning in this comprehensive deep learning lecture.

• YouTube
• 1 hour 41 minutes
• Self-Paced
• Free Video

Alfredo Canziani

Self-Supervised Learning in Computer Vision

Explore self-supervised learning in computer vision, covering pretext tasks, clustering, and contrastive learning. Gain insights into PIRL framework and its evaluation across various applications.

• YouTube
• 2 hours 1 minute
• Self-Paced
• Free Video

Alfredo Canziani

Energy Based Models and Self-Supervised Learning

Explore energy-based models, latent variables, and self-supervised learning. Dive into EBM training, inference, and comparison with probabilistic models. Discover contrastive methods and applications like K-means and BERT.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video

Alfredo Canziani

History, Motivation, and Evolution of Deep Learning

Explore the history, motivation, and evolution of deep learning, covering key concepts like gradient descent, backpropagation, CNNs, and feature extraction in neural networks.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Spahn's Science Lectures

General Astronomy - Learning From Light

Explore light's secrets: spectra, blackbody radiation, and the Doppler effect. Uncover how astronomers decipher celestial information through spectral analysis and temperature-color relationships.

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

Ryan O'Donnell

Learning About Quantum States - Majorization Theorems for the RSK Process

Explore combinatorial theorems on RSK process applied to random words, focusing on Young diagram majorization in different scenarios.

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

CAE in Cybersecurity Community

Automated Software Vulnerability Detection with Deep Learning for Natural Language Processing

Explore deep learning techniques for automated software vulnerability detection using natural language processing, covering data sets, pretraining, architecture, and results.

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

CAE in Cybersecurity Community

What You See Is Not What You Get - Discovering-Tracking Ad-Driven Social Engineering Attack Campaigns

Explore techniques for uncovering and monitoring social engineering attacks driven by online advertisements, with insights on ad networks, tracking methods, and measurement strategies.

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

Security BSides London

How I Break Into Casinos, Airports and CNI - The Basics of Social Engineering

Discover the art of social engineering for ethical hacking. Learn reconnaissance, disguise, pretext creation, and interaction techniques to infiltrate secure facilities while maintaining professionalism and ethics.

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

Security BSides London

Social Media & Security

Explore the evolving landscape of online security, from email spam to social media threats, and learn strategies to protect yourself in the digital age.

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

Bill Buchanan OBE

Cyber & Data - Introduction to Splunk and Machine Learning

Explore Splunk and machine learning techniques for data analysis, including anomaly detection, prediction, clustering, feature extraction, and preprocessing methods.

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

Bill Buchanan OBE

Health and Social Care Transformation - Integrated Models and Information Sharing

Explore integrated approaches to health and social care, focusing on risk assessment, information sharing, and stakeholder collaboration for improved outcomes in child welfare.

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