Learning Hub
AI Fundamentals for Business Leaders
You didn't learn this in business school—and neither did most executives. AI is transforming every industry, and understanding the fundamentals is now essential for strategic decision-making.
Why This Matters
Leaders who understand AI fundamentals make better decisions about tools, talent, and strategy.
How We Help You Learn
- •Curated videos from top educators and researchers
- •Trusted sources: 3Blue1Brown, Karpathy, Google, IBM
- •AI chat to clarify concepts and go deeper
Start Learning
Difficulty
Topics
Andrej Karpathy60:00IntroductoryIntro to Large Language Models
Andrej Karpathy's comprehensive introduction to LLMs: capabilities, architecture, and future directions.
LLMsFundamentalsAI SafetySource: Andrej KarpathyIntroductory
3Blue1Brown28:00IntermediateAttention in Transformers
3Blue1Brown's visual explanation of the attention mechanism that powers modern AI.
TransformersAttentionArchitectureSource: 3Blue1BrownIntermediate
IBM Technology9:00IntroductoryWhat is Retrieval-Augmented Generation?
IBM Technology explains how RAG connects language models to external knowledge bases.
RAGRetrievalKnowledge BasesSource: IBM TechnologyIntroductory
Google Cloud Tech7:00IntroductoryWhat is a Transformer Model?
Google Cloud Tech explains transformer architecture fundamentals.
TransformersArchitectureFundamentalsSource: Google Cloud TechIntroductory
IBM Technology10:00IntermediateWhat are AI Agents?
IBM Technology explains autonomous AI agents and how they use tools to solve problems.
AgentsToolsAutonomySource: IBM TechnologyIntermediate
DeepLearning.AI5:00IntermediateFine-tuning Large Language Models
DeepLearning.AI course introduction on when and how to fine-tune LLMs effectively.
Fine-tuningTrainingCustomizationSource: DeepLearning.AIIntermediate
Google Cloud Tech19:39AdvancedReinforcement Learning from Human Feedback
Google Cloud Tech explains how RLHF aligns AI systems with human preferences.
RLHFAlignmentTrainingSource: Google Cloud TechAdvanced
3Blue1Brown19:00IntroductoryBut What is a Neural Network?
3Blue1Brown's visual introduction to neural networks and deep learning.
Neural NetworksDeep LearningFundamentalsSource: 3Blue1BrownIntroductory
StatQuest with Josh Starmer12:00IntroductoryWord Embeddings and Semantic Search
How text becomes numbers that capture meaning and enable semantic search.
EmbeddingsVectorsSemantic SearchSource: StatQuest with Josh StarmerIntroductory
TED17:00AdvancedThe Path to Artificial General Intelligence
Shane Legg (Google DeepMind) discusses AGI timelines and development considerations.
AGIFutureAI SafetySource: TEDAdvanced