Self-awareness Courses

Yannic Kilcher

Nyströmformer- A Nyström-Based Algorithm for Approximating Self-Attention

Explore Nyströmformer, a novel algorithm for approximating self-attention in Transformers with linear complexity, enabling processing of longer sequences and improving scalability in natural language tasks.

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

Aleksa Gordić - The AI Epiphany

Emerging Properties in Self-Supervised Vision Transformers - Paper Explained

Explore DINO: self-supervised vision transformers with emerging properties like segmentation mask prediction and high-quality features for k-NN classification. In-depth analysis of methodology, results, and visualizations.

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

How to Get What You Deserve at Work Through Self-Advocacy

Unlock your career potential through self-advocacy. Learn to build your personal brand, refine stakeholder strategies, and pursue promotions while staying true to yourself.

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

Society for Industrial and Applied Mathematics

Self-supervised Deep Learning for Image Recovery - SIAM-IS Virtual Seminar

Self-supervised deep learning approach for image recovery, focusing on dataset-free methods. Explores Bayesian deep networks, uncertainty prediction, and applications in compressive sensing, outperforming traditional methods.

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

Kevin Powell

Self-Hosting Fonts Explained - Including Google Fonts - @font-face Tutorial

Learn to self-host fonts, including Google fonts, using @font-face. Convert font files, add them to your project, and set up CSS rules for seamless integration and improved performance.

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

Let's Code Physics

Self-Driving Car Simulation 2 - Collision Avoidance in Complex Environments

Explore collision avoidance techniques for self-driving cars through Unity simulations, focusing on raycast and centerline debugging methods for enhanced vehicle safety.

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

Yannic Kilcher

Self-Driving from Vision Only - Tesla's Self-Driving Progress by Andrej Karpathy - Talk Analysis

Analysis of Tesla's vision-only self-driving progress, discussing data labeling, edge-case sampling, neural network training, and the advantages of camera-only systems over multi-sensor approaches.

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

Yannic Kilcher

Self-Training With Noisy Student Improves ImageNet Classification - Paper Explained

Explore a novel semi-supervised learning approach for image classification using unlabeled data, improving model performance and robustness through iterative self-training and noise injection techniques.

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

Yannic Kilcher

Live Machine Learning Research - Plain Self-Ensembles - Part 1

Live implementation of a novel ensemble model using label-free self-distillation, demonstrating improved accuracy with more students and challenging assumptions about ensemble learning in machine learning research.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Yannic Kilcher

A Critical Analysis of Self-Supervision, or What We Can Learn From a Single Image

Explores self-supervision in deep learning, revealing that a single image with data augmentation can effectively train lower network layers, challenging assumptions about large dataset requirements.

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

Yannic Kilcher

Curiosity-Driven Exploration by Self-Supervised Prediction

Explore how curiosity can be an intrinsic reward for agents in sparse-reward environments, using self-supervised prediction to enable efficient exploration and skill acquisition.

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

Empowering Self Portraits

Empowering Self Portraits with Idara Ekpoh, Kenna Klosterman

• CreativeLive
• 1 hour 1 minute
• On-Demand
• Free Online Course

The Path Back to True Self

The Path Back to True Self with Martha Beck, Chase Jarvis

• CreativeLive
• 1 hour
• On-Demand
• Free Online Course

Self-Discovery, Activism, and Rock & Roll

Self-Discovery, Activism, and Rock & Roll with Stevie Van Zandt, Chase Jarvis

• CreativeLive
• 58 minutes
• On-Demand
• Free Online Course

The Art of Self-Reinvention

The Art of Self-Reinvention with Malcolm Gladwell, Chase Jarvis

• CreativeLive
• 1 hour 1 minute
• On-Demand
• Free Online Course