Discover AI Courses

Knowledge Graphs with AI Agents - From CRYSTAL to Self-Organizing Knowledge Networks

Explore how AI agents build and utilize knowledge graphs to create coherent, self-organizing networks for enhanced reasoning and information processing.

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

Graph RAG Evolution: From Vector RAG to PathRAG - Relational Reasoning Implementation

Explore the evolution of Graph RAG through PathRAG's innovative approach to relational reasoning paths, improving retrieval augmented generation with pruning techniques and knowledge graphs.

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

OctoTools - A Framework for Complex Reasoning in AI Agents

Explore OctoTools, Stanford's innovative framework that enhances AI reasoning through Tool Cards and Planner-Executor architecture, surpassing traditional agent-based approaches.

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

KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment

Explore how to enrich and update Knowledge Graphs using DeepSeek's multi-agent LLM system for automated integration of scientific literature and new information.

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

Topology Optimization for Multi-Agent Systems Using DSPy

Dive into advanced multi-agent AI optimization techniques using DSPy and topology-based approaches for enhanced swarm intelligence and prompting strategies.

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

Agentic Reasoning: Reasoning LLMs with Tools for Deep Research

Explore groundbreaking research from Oxford on advanced AI reasoning systems that enhance RAG with agentic capabilities for improved deep research and knowledge processing.

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

Building Complex Multi-Agent Configurations with Anthropic, Pydantic, and TogetherAI

Explore practical implementations of multi-agent AI systems using Anthropic's cookbook, PydanticAI framework, and Together.AI's demos for production-grade applications and real-world scenarios.

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

DeepSeek R1-Distill-Qwen Language Models - A Technical Overview and Comparison

Explore the groundbreaking DeepSeek R1 family of open-source reasoning models, comparing performance benchmarks with Sonnet 3.5, OpenAI o1, and other leading language models.

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

Intelligent Chain-of-Thought Router in Mixture of Experts with GraphLoRA - Technical Overview

Explore cutting-edge developments in MoE architecture, focusing on GraphLoRA integration, GNN routers, and recent advancements in PEFT implementations for enhanced AI model performance.

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

Cognitive AI Tools - Eliciting Reasoning in Language Models and Avoiding Obfuscation with Prover-Estimator Debate

Explore advanced cognitive AI tools from IBM and Google for multi-agent reasoning systems and functional AI complexities in this 43-minute deep dive.

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

Optimize Coding LLM for Reasoning or Tools - LiveCodeBench PRO Analysis

Explore how elite competitive programmers evaluate AI coding capabilities through LiveCodeBench PRO, revealing whether LLMs should prioritize reasoning or tool optimization.

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

Scaling Intelligence - Qwen3 8B vs 14B vs 32B AI Model Performance Comparison

Explore performance differences between Qwen3 AI models (8B, 14B, 32B) through elevator problem-solving tests, comparing reasoning vs non-reasoning approaches and efficiency.

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

From Physics to SwarmAgentic AI - No Code

Discover how autonomous SwarmAgentic systems evolve beyond traditional multi-agent frameworks, using swarm intelligence for self-optimizing AI without coding requirements.

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

AI Just Outsourced Its Own Thinking - Cost-Efficient Serving of LLM Agents via Test-Time Plan Caching

Discover how AI systems reduce costs by 50% through plan caching, outsourcing complex reasoning to reusable templates instead of thinking from scratch every time.

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

AI is Burning - 5 New Papers on LLM Reasoning Challenges

Explore 5 cutting-edge AI research papers revealing critical challenges in LLM reasoning, logic, and agent consistency that are shaping the future of artificial intelligence.

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