![[Pagsusuri] Transformers for Natural Language Processing and Computer Vision (Denis Rothman) Nabuod.](https://episodes.castos.com/660078c6833215-59505987/images/2652793/c1a-085k3-wwwz4mjrhq3-4mjhow.jpg)
Show Notes
Transformers for Natural Language Processing and Computer Vision (Denis Rothman)
- Amazon USA Store: https://www.amazon.com/dp/1805128728?tag=9natree-20
- Amazon Worldwide Store: https://global.buys.trade/Transformers-for-Natural-Language-Processing-and-Computer-Vision-Denis-Rothman.html
- Apple Books: https://books.apple.com/us/audiobook/generative-ai-for-beginners-made-easy-master-artificial/id1745782112?itsct=books_box_link&itscg=30200&ls=1&at=1001l3bAw&ct=9natree
- eBay: https://www.ebay.com/sch/i.html?_nkw=Transformers+for+Natural+Language+Processing+and+Computer+Vision+Denis+Rothman+&mkcid=1&mkrid=711-53200-19255-0&siteid=0&campid=5339060787&customid=9natree&toolid=10001&mkevt=1
- Shopee: https://asia.buys.trade/shopee_Transformers-for-Natural-Language-Processing-and-Computer-Vision-Denis-Rothman.html
- Lazada: https://asia.buys.trade/lazada_Transformers-for-Natural-Language-Processing-and-Computer-Vision-Denis-Rothman.html
- Tiktok: https://asia.buys.trade/tiktok_Transformers-for-Natural-Language-Processing-and-Computer-Vision-Denis-Rothman.html
- Magbasa pa: https://tagalog.9natree.com/read/1805128728/
#FinetuningngBERTatGPT #RetrievalaugmentedgenerationoRAG #Embeddingbasedsemanticsearch #VisionTransformeratCLIP #PagmitiganghallucinationngLLM #TransformersforNaturalLanguageProcessingandComputerVision
Ang Transformers for Natural Language Processing and Computer Vision ni Denis Rothman ay isang teknikal at praktikal na gabay tungkol sa transformer models, malaking language models, generative AI, at paggamit ng mga ito sa pagproseso ng wika at larawan. Ang ikatlong edisyon, na inilathala ng Packt noong 2024, ay nakatuon sa paglipat mula sa pangunahing arkitektura ng Transformer tungo sa mga modernong modelong tulad ng BERT, GPT, T5, PaLM, Vision Transformer, CLIP, at DALL E. Hindi ito aklat na puro teorya, dahil pinagsasama nito ang pagpapaliwanag ng konsepto, Python based na halimbawa, at paggamit ng mga platform gaya ng Hugging Face, OpenAI, at Google Vertex AI. Layunin nitong tulungan ang mambabasa na pumili, magpatakbo, mag fine tune, at magsuri ng mga modelong angkop sa aktuwal na problema. Saklaw din nito ang mahalagang limitasyon ng LLM, kabilang ang hallucination, memorization, at privacy. Dahil dito, ang aklat ay hindi lamang introduksiyon sa generative AI, kundi gabay sa mas maingat at mas praktikal na pagbuo ng NLP, computer vision, at multimodal na sistema.
- Amazon USA Store: https://www.amazon.com/dp/1805128728?tag=9natree-20
- Amazon Worldwide Store: https://global.buys.trade/Transformers-for-Natural-Language-Processing-and-Computer-Vision-Denis-Rothman.html
- Apple Books: https://books.apple.com/us/audiobook/generative-ai-for-beginners-made-easy-master-artificial/id1745782112?itsct=books_box_link&itscg=30200&ls=1&at=1001l3bAw&ct=9natree
- eBay: https://www.ebay.com/sch/i.html?_nkw=Transformers+for+Natural+Language+Processing+and+Computer+Vision+Denis+Rothman+&mkcid=1&mkrid=711-53200-19255-0&siteid=0&campid=5339060787&customid=9natree&toolid=10001&mkevt=1
- Shopee: https://asia.buys.trade/shopee_Transformers-for-Natural-Language-Processing-and-Computer-Vision-Denis-Rothman.html
- Lazada: https://asia.buys.trade/lazada_Transformers-for-Natural-Language-Processing-and-Computer-Vision-Denis-Rothman.html
- Tiktok: https://asia.buys.trade/tiktok_Transformers-for-Natural-Language-Processing-and-Computer-Vision-Denis-Rothman.html
- Magbasa pa: https://tagalog.9natree.com/read/1805128728/
#FinetuningngBERTatGPT #RetrievalaugmentedgenerationoRAG #Embeddingbasedsemanticsearch #VisionTransformeratCLIP #PagmitiganghallucinationngLLM #TransformersforNaturalLanguageProcessingandComputerVision
Ang Transformers for Natural Language Processing and Computer Vision ni Denis Rothman ay isang teknikal at praktikal na gabay tungkol sa transformer models, malaking language models, generative AI, at paggamit ng mga ito sa pagproseso ng wika at larawan. Ang ikatlong edisyon, na inilathala ng Packt noong 2024, ay nakatuon sa paglipat mula sa pangunahing arkitektura ng Transformer tungo sa mga modernong modelong tulad ng BERT, GPT, T5, PaLM, Vision Transformer, CLIP, at DALL E. Hindi ito aklat na puro teorya, dahil pinagsasama nito ang pagpapaliwanag ng konsepto, Python based na halimbawa, at paggamit ng mga platform gaya ng Hugging Face, OpenAI, at Google Vertex AI. Layunin nitong tulungan ang mambabasa na pumili, magpatakbo, mag fine tune, at magsuri ng mga modelong angkop sa aktuwal na problema. Saklaw din nito ang mahalagang limitasyon ng LLM, kabilang ang hallucination, memorization, at privacy. Dahil dito, ang aklat ay hindi lamang introduksiyon sa generative AI, kundi gabay sa mas maingat at mas praktikal na pagbuo ng NLP, computer vision, at multimodal na sistema.
