Self-awareness Courses

Yannic Kilcher

Synthesizer - Rethinking Self-Attention in Transformer Models

Explores alternative attention mechanisms in Transformer models, proposing the Synthesizer model that learns synthetic attention weights without token-token interactions, showing competitive performance across various NLP tasks.

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

Yannic Kilcher

The Future of AI Is Self-Organizing and Self-Assembling - With Prof. Sebastian Risi

Explore self-organizing AI systems, swarm intelligence, and neural cellular automata with Prof. Sebastian Risi. Discover applications, challenges, and future directions in this emerging field of artificial intelligence.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

David Shapiro ~ AI

AutoMuse- Synopsis GAN for Self-Improving Synopsis Generators

Explore AI-powered synopsis generation using GANs and GPT-3, delving into creative writing applications, story idea generation, and the challenges of crafting compelling narratives and characters.

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

David Shapiro ~ AI

DIY ChatGPT- Enhancing RAVEN's Long-Term Memories and Starting to Work on Self-Reflection

Explore techniques for enhancing AI memory, self-reflection, and learning through timestamps, knowledge bases, dream sequences, and heuristic imperatives. Gain insights into debugging and improving AI systems.

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

Andreas Geiger

Learning Robust Policies for Self-Driving

Explore robust policies for self-driving vehicles, covering TransFuser for sensor fusion, PlanT for learned planning, and KING for identifying critical scenarios in autonomous driving.

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

tinyML

Delta Keyword Transformer: Bringing Transformers to the Edge Through Dynamically Pruned Multi-Head Self-Attention

Explore cutting-edge techniques for optimizing Transformers in edge computing, focusing on the Delta Keyword Transformer and its dynamic pruning approach for efficient multi-head self-attention.

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

Paul McWhorter

Self Leveling Platform Using BNO055 and Arduino Controlled Servos

Learn to build a self-leveling platform using Arduino, BNO055 sensor, and servos. Hands-on tutorial covers circuit assembly, mechanical construction, and servo control for tilt stabilization.

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

Make With Tech (MakeWithTech)

Best Beginner 3D Printer 2022 - The Self Leveling Mingda Magician X

Comprehensive review of the Mingda Magician X 3D printer, highlighting its user-friendly features, auto bed leveling, dual gear extruder, and print quality. Includes setup tips and suitability assessment.

• YouTube
• 32 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

International Mathematical Union

Self-Similar Sets and Measures on the Line

Explore fractal geometry through self-similar sets and measures, focusing on recent developments in determining their dimensions. Gain insights into classical fractals and cutting-edge research.

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

Applied Algebraic Topology Network

Data-Driven Modeling & TDA of Self-Organized Multicellular Architectures

Explore data-driven modeling and topological data analysis for classifying multicellular structures in cancer and embryonic development, focusing on cell motility and adhesion patterns.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Self-Force and Radiation Reaction in General Relativity - Lecture 4

Explore advanced concepts in general relativity, including stress-energy tensors, two-timescale expansions, and matched asymptotic expansions. Gain insights into self-force and radiation reaction in gravitational wave astronomy.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Self-Force and Radiation Reaction in General Relativity - Lecture 1

Explore gravitational radiation from compact binaries, focusing on self-force and radiation reaction in general relativity. Learn about EMRIs, waveforms, and black hole perturbation theory.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Motility-Regulation and Self-Organization in Active Matter by Julien Tailleur

Explore self-organization principles in active matter systems, from bacterial colonies to colloids. Learn about motility regulation, quorum sensing, and pattern formation in non-equilibrium physics.

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

International Centre for Theoretical Sciences

Entropy in Self-Assembly - Lecture 1

Explore entropy's role in self-assembly, from hard sphere systems to DNA-coated colloids. Learn about phase transitions, depletion forces, and shape-dependent interactions in soft matter physics.

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