AI Knowledge Tree

๐ŸŒŸ AI Knowledge Tree ๐ŸŒŸ

Explore the fascinating world of Artificial Intelligence

๐Ÿง  Artificial Intelligence (AI)
โ”œโ”€โ”€ ๐ŸŽฏ Narrow AI (Weak AI)
โ”œโ”€โ”€ ๐Ÿง  AGI (Human-Level)
โ”œโ”€โ”€ ๐Ÿš€ ASI (Beyond Human)
โ”œโ”€โ”€ ๐ŸŒŒ Artificial Consciousness
โ”œโ”€โ”€ ๐Ÿง  Expert Systems
โ””โ”€โ”€ ๐Ÿงฉ Hybrid AI
๐Ÿ“š Machine Learning (ML)
โ”œโ”€โ”€ ๐Ÿ‘จโ€๐Ÿซ Supervised Learning
โ”œโ”€โ”€ ๐Ÿ” Unsupervised Learning
โ”œโ”€โ”€ ๐ŸŽญ Semi-Supervised
โ”œโ”€โ”€ ๐ŸŽฎ Reinforcement Learning
โ”‚ โ”œโ”€โ”€ ๐Ÿ”„ Inverse RL
โ”‚ โ”œโ”€โ”€ ๐Ÿ—๏ธ Hierarchical RL
โ”‚ โ””โ”€โ”€ ๐Ÿค Multi-Agent RL
โ”œโ”€โ”€ โ™ป๏ธ Transfer Learning
โ”œโ”€โ”€ ๐Ÿ” Meta-Learning
โ””โ”€โ”€ โ†”๏ธ Contrastive Learning
๐Ÿ•ต๏ธ Deep Learning (DL)
โ”œโ”€โ”€ ๐Ÿ–ผ๏ธ CNNs
โ”œโ”€โ”€ ๐Ÿ“œ RNNs
โ”œโ”€โ”€ ๐Ÿ”ฆ Transformers
โ”œโ”€โ”€ ๐ŸŒ GNNs
โ”œโ”€โ”€ ๐ŸŽญ GANs
โ””โ”€โ”€ โœจ Diffusion Models
๐Ÿ›  Foundations
โ”œโ”€โ”€ ๐Ÿ“œ Knowledge Representation
โ”œโ”€โ”€ ๐Ÿ—บ๏ธ Search & Planning
โ””โ”€โ”€ ๐ŸŽฒ Bayesian Inference
โš™๏ธ Production AI
โ”œโ”€โ”€ ๐Ÿ”„ MLOps/AIOps
โ””โ”€โ”€ โš–๏ธ AI Ethics/XAI
๐Ÿ’ก Emerging
โ”œโ”€โ”€ ๐ŸŽฅ Multimodal AI
โ””โ”€โ”€ โš›๏ธ Quantum AI
๐Ÿ’ป Applications
โ”œโ”€โ”€ ๐Ÿ’ฌ NLP/LLMs
โ”œโ”€โ”€ ๐Ÿ‘๏ธ Computer Vision
โ”œโ”€โ”€ ๐Ÿค– Robotics
โ”œโ”€โ”€ ๐ŸŽจ Generative AI
โ”‚ โ”œโ”€โ”€ ๐Ÿ“ Text (GPT)
โ”‚ โ”œโ”€โ”€ ๐Ÿ–ผ๏ธ Image (DALLยทE)
โ”‚ โ””โ”€โ”€ ๐ŸŽต Music (Suno)
โ””โ”€โ”€ ๐Ÿฅ Healthcare AI