Memory Courses

Explore memory hierarchy and cache functionality through hands-on simulation, covering reads, writes, replacement policies, and associativity in computer architecture.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Explore process synchronization, deadlock prevention, and memory management techniques in operating systems. Learn to safely multi-thread programs and control memory access.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Psychology - Memory

Explore the fascinating world of memory, from sensory to long-term, including failures, emotional impacts, biological aspects, and practical improvement techniques.

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

Memory - Psychology A-Level - AQA Paper 1

Comprehensive revision of memory topics for AQA A-level Psychology, covering models, types, forgetting, and eyewitness testimony, with full-length class videos for in-depth understanding.

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

Yannic Kilcher

Author Interview - Transformer Memory as a Differentiable Search Index

Explore a novel approach to information retrieval using a single Transformer model that encodes corpus information in its parameters, enabling direct query-to-document mapping without external indices.

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

Yannic Kilcher

Transformer Memory as a Differentiable Search Index - Machine Learning Research Paper Explained

Explore a novel approach to information retrieval using a single Transformer model that encodes corpus information in its parameters, enabling direct query-to-document mapping without external indices.

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

Yannic Kilcher

Feedback Transformers - Addressing Some Limitations of Transformers with Feedback Memory

Explores Feedback Transformers, an architecture that improves on standard Transformers by allowing higher-level representations to inform lower-level processing, enhancing performance on complex reasoning and long-range dependency tasks.

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

Yannic Kilcher

Author Interview - Memory-Assisted Prompt Editing to Improve GPT-3 After Deployment

Explore a method to improve GPT-3's performance post-deployment by maintaining interaction memory and dynamically adapting prompts, enhancing accuracy without retraining the model.

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

Yannic Kilcher

Memory-Assisted Prompt Editing to Improve GPT-3 After Deployment - Machine Learning Paper Explained

Explore adaptive methods to enhance GPT-3's performance post-deployment using memory-based prompts, improving accuracy without retraining the model. Learn about applications in fine-tuning and personalization.

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

Yannic Kilcher

All About AI Accelerators - GPU, TPU, Dataflow, Near-Memory, Optical, Neuromorphic & More

Comprehensive exploration of AI accelerator technologies, from GPUs to emerging innovations like neuromorphic computing, discussing their principles, advantages, and future potential in advancing artificial intelligence.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Yannic Kilcher

Infinite Memory Transformer - Research Paper Explained

Explores innovative Transformer model with unbounded memory, enabling processing of arbitrarily long sequences. Discusses continuous attention mechanisms, sticky memories, and potential applications in language modeling.

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

DFIRScience

Introduction to Memory Forensics with Volatility 3

Learn to extract crucial information from memory dumps using Volatility 3. Master essential tasks like process listing, network analysis, file extraction, and Windows Registry examination for effective digital forensics.

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

David Shapiro ~ AI

Fixing "Goldfish Memory" With GPT-3 and External Sources of Information in a Chatbot

Explore advanced chatbot development techniques, including external information integration, cognitive architecture, and debugging. Learn about particle physics concepts through AI-powered conversations.

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

David Shapiro ~ AI

Fixing "Goldfish Memory" with GPT-3 and External Sources of Information in a Chatbot

Explore techniques to enhance chatbot memory using GPT-3 and external information sources, improving long-term conversations and information retrieval for more intelligent and context-aware AI interactions.

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

David Shapiro ~ AI

RAVEN Dream Sequence - Memory Consolidation and Insight Extraction for AGI or Cognitive Architecture

Explore RAVEN's dream sequence for AGI, focusing on memory consolidation and insight extraction. Learn about cognitive architectures and the potential of AI dream-like processes.

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