Large Language Models
Description:
???? ?? Large Language Models (LLMs) ?? ?????? ??? ????? ?? ????? ?? ???? ???? ?????? ?? ????? ???? ?? ??? ????? ???? ???? ?? ?? beginner ??? ?? ?? developer ?? AI ?? ?????? ?????? ??? ????? ????? ???? ????? ???, ?? ????? ???? ??? ??????? ???? ??? ???
"Large Language Models" ?? ????? ???? ?? ?? ???? ???? ????????? natural language processing ?????? ?? ????? ???? AI applications ?? ?????, ????? ?? ????? ???? ??? ??? ?????? LLMs AI solutions ?? ?????? ?????? ???? ?? ??? ???, ?? ?????? ?????? ???? ???? ?? ??????? ?? ??? ?? ?????????? ??? ?? ?? ?? ??????? ??? excel ???? ????? ???
?? ????? ???, ??:
LLMs ?? architecture ?? foundational concepts ?? ????? ?? ??? ?? ????? ???? ??????? ???????
???? ??? ?? ???? ????? ?? ??? ?????? ??????? ???? tokenization, vectorization, ?? model training ?? ????????
Pre-trained models ?? specific use cases ???? text summarization, generation, ?? classification ?? ??? Fine-tune ???????
LLMs ?? ???? ?? APIs ?? ?????? ?? deploy ??????, ????? ?? scalable, real-world AI applications ??? ???????
Retrieval-Augmented Generation (RAG) ???? ????? ?????? ????? ???????, ?? data processing ?? querying ?? ????? ???????
LLMs ?? real-world applications ?? ethical considerations ?? ????????
LLMs ?? ???? ??? ????? ??????
LLMs AI ?? ?????? ?????? ??? ???, ?? ?????? ?? ??? ?????????, ????-???? interactions ????? ???? ???? ?? ?????? ??? ????? ????? ???? ?? ???? ??? innovative, intelligent applications ????? ?? ??? ?????? ???? ?????? ?? ??????? ?? ???? ?????? ?? ??? ???????? ?? ????? ?? ???? ????
?? ????? hands-on projects ?? ??? ??????? ???? ??? ??, ?? ? ???? ???? theory ?? ????? ??? ??? ?????, ????? ??? practically ???? ???? ??? ?? ?????? ?????? ?? LLMs ?? fine-tune ?? deploy ???? ?? ??? state-of-the-art frameworks ?? tools ?? ??? ??? ???????
?? ????? ?? ??? ??? ?? ?? ?? ?? LLMs ?? "????" ?? "?????" ?? ????? ?? ????? ???????? ???? ??? ???? ?????????? ?? ??? ???, ??? ?? ????????? ?????? ?? ?? ?? ?????? ?? ???? ??? ?? ?????, ???? ?? ??????????? ?? ??? AI ?????????? ??? ?????
AI ?? ?????? ?? ???? ???? ???? technologies ??? ????? ????? ???? ?? ???? ? ??????
?? ?? enroll ???? ?? Large Language Models ?? ??? ?????????? applications ????? ???? ????!