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프로젝트 요약💗 주제명사회 초년생을 위한 예/적금 금융 상품 추천 💗 분야NLP, ML 💗사용 기술Clustering Model, prompt engineering, RAG 💗선정 논문  https://arxiv.org/abs/2408.00802 Leveraging LLM Reasoning Enhances Personalized Recommender SystemsRecent advancements have showcased the potential of Large Language Models (LLMs) in executing reasoning tasks, particularly facilitated by Chain-of-Thought (CoT) prompting. While tasks like ..

Use Colab Enterprise Python notebooks inside BigQuery Studio.Use BigQuery DataFrames inside of BigQuery Studio.Use Gemini to generate code from natural language prompts.Build a K-means clustering model.Generate a visualization of the clusters.Use the text-bison model to develop the next steps for a marketing campaign.Clean up project resources.dataset 생성python notebook 생성이후 기본적인 라이브러리를 불러오는 등 설정..

In this lab, you are a data analyst who will use Gemini and BigQuery to analyze data and predict product sales as part of a proof of concept project at Cymbal Superstore. As part of the project, you will also determine if Gemini can be used to help analysts generate new SQL queries, complete queries, and explain complex queries. 위와 같은 설정으로 dataset을 생성한다. 이후 Genmini를 실행해보았다.  Gemini can help you ..

권한을 부여해준 뒤student_00_734f98d8415f@cloudshell:~ (qwiklabs-gcp-02-40c7bf18b4a6)$ gcloud services enable cloudbuild.googleapis.com cloudfunctions.googleapis.com run.googleapis.com logging.googleapis.com storage-component.googleapis.com aiplatform.googleapis.comOperation "operations/acf.p2-514161044782-d7e37405-0f80-4d9e-9ec4-60feea07406e" finished successfully. 필요한 앱들을 다운로드하고 파일을 작성한 뒤, 아래와 같이 genm..

OverviewThe Speech-to-Text API lets you transcribe audio speech files to text files in over 80 languages.In this lab you send an audio file to the Speech API for transcription.What to learnIn this lab, you explore the following:Creating a Speech-to-Text API request and calling the API with curlCalling the Speech-to-Text API with audio files in a different language 역시나 credential을 생성해주고 아래와 같은 re..