Self-awareness Courses

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

Elevate Your Well-Being with Self-Care

Discover strategies to enhance your well-being through self-care practices, focusing on maternal and child wellness, natural birthing, and empowering women beyond childbirth.

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

Rap and Poetry as Tools for Self-Expression

Exploring rap and poetry as powerful forms of self-expression, arguing for their inclusion in academic studies and highlighting their cultural significance and technical similarities.

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

Be Your Own SUPAhero - Developing Confidence and Self-Belief

Discover how to boost confidence and self-belief through 'SUPAbility', a training mechanism for personal growth and effective delivery, as shared by experienced interviewer and communication expert Supreet Bedi.

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

Awesome Open Source

Authentik - Open Source Self-Hosted Authentication System with OIDC and SAML

Explore Authentik, an open-source authentication system. Learn installation, configuration, reverse proxy setup, forward authentication, and OIDC implementation for enhanced security.

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

Unveiling Identity - A Journey to Self-Discovery

A trans man's personal journey of self-discovery, challenging societal expectations and embracing his true gender identity. Offers insights into the transgender experience and advocates for acceptance and understanding.

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

Enabling Self-Service Infrastructure on Any Cloud with Backstage and Pulumi

Explore self-service infrastructure deployment across clouds using Backstage and Pulumi, enhancing DevOps efficiency and cloud-native development practices.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Discover Yourself Within You - Embarking on a Journey of Self-Discovery

Embark on a transformative journey of self-discovery, breaking free from societal expectations to uncover your unique path to happiness through self-awareness and embracing life's joys.

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

Modern Theater and Freedom of Self-Choice

Исследуйте возможности самореализации в театре: от журналистики до режиссуры. Ольга Малышева делится опытом профессионального роста без академического образования и вдохновляет на поиск своего пути в творчестве.

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

Awesome Open Source

Headscale: Open Source Self-Hosted Wireguard Control Server for Tailscale Networks

Learn to set up and manage Headscale, an open-source Wireguard control server for Tailscale networks. Covers server configuration, reverse proxy setup, user management, and web UI installation.

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

Don't Check Yourself at the Door - How to Share Your True Self

Discover a methodology for embracing individuality, fostering genuine connections, and creating a more human workplace. Learn to express your authentic self and navigate change to unlock your true potential.

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