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Kanal postlari
| 2 |  Matn yo'q... | 272 |
| 3 |  Matn yo'q... | 370 |
| 4 | Artificial Intelligence (AI)
βββ Machine Learning (ML)
βββ Deep Learning (DL)
βββ Neural Network Architectures
β βββ Feedforward Neural Networks (FNN)
β βββ Convolutional Neural Networks (CNN) β mainly vision
β βββ Recurrent Neural Networks (RNN)
β β βββ LSTM
β β βββ GRU
β βββ Autoencoders
β βββ Generative Adversarial Networks (GANs)
β βββ Transformers
β βββ Encoder-only (e.g., BERT-style)
β βββ Decoder-only (e.g., GPT-style)
β βββ EncoderβDecoder (e.g., T5-style)
β
βββ Large Language Models (LLMs)
βββ Built on Transformer architectures
βββ Pretraining (self-supervised learning)
βββ Fine-tuning
β βββ Supervised Fine-Tuning (SFT)
β βββ Instruction Tuning
β βββ RLHF (Reinforcement Learning from Human Feedback)
βββ Inference-time methods
β βββ Prompt Engineering
β βββ Retrieval-Augmented Generation (RAG)
β βββ Tool / Function Calling
βββ Model Types
β βββ Base models
β βββ Instruction-tuned models
β βββ Multimodal models
βββ Scaling Dimensions
βββ Parameters
βββ Training data
βββ Compute | 1 |
| 5 |  Topic to kickstart the Journey to understand the Deep Learning. Refer the above MindMap. | 375 |
| 6 |  Matn yo'q... | 349 |
| 7 | Join @pythonjoyy | 331 |
| 8 |  Matn yo'q... | 413 |
| 9 | ai_agent_roadmap.html | 375 |
| 10 |  *One field. Five career paths. Infinite opportunities.*
Credit: geeksforgeeks | 383 |
| 11 | https://medium.com/@prakash.read/artificial-intelligence-explained-for-beginners-319f0053c4fa | 349 |
| 12 |  Matn yo'q... | 378 |
| 13 |  Matn yo'q... | 430 |
| 14 |  Matn yo'q... | 455 |
| 15 | Matn yo'q... | 376 |
| 16 |  +2Matn yo'q... | 430 |
| 17 |  Matn yo'q... | 358 |
| 18 |  Anthropic dropped the best free masterclass on prompt engineering | 353 |
| 19 |  Matn yo'q... | 363 |
| 20 |  +1Matn yo'q... | 393 |
