수업자료가 최신 데이이터가 맞을까요?특히 Dot폴더의 캐릭터의 경우 0~192의 Multiple sprite로 되어 있기 때문에. 하나하나 매칭 해서 찾는건 힘들 것 같습니다!확인 부탁 드립니다.

이런 프로젝트할 때는 서브에이전트를 사용해서 PRD만들고 ROADMAP만드는 순서로 진행하면 되는건가요??

인코딩시 concat을 사용하는 상황에 대해 질문이 있습니다.1.train과 test의 unique한 값을 비교해서(set에 넣어서)1) 만약 종류가 완전히 같을 경우one-hot 인코딩 : train, test 각각 get_dummieslabel 인코딩 : for문 내부에서 train은 fit_transform, test는 transform2) 갯수는 다르지만 train의 종류가 test의 종류를 모두 포함 할 경우one-hot 인코딩 : concat한 후 get_dummies 한 후 분리label 인코딩 : for문 내부에서 train은 fit_transform, test는 transform3) 각자 서로에게 없는 종류를 가진 경우one-hot 인코딩 : concat한 후 get_dummies 한 후 분리label 인코딩 : concat한 후 fit_transform 한 후 분리이렇게 구분하면 되는건가요? 2.또한 궁금한게, 굳이 저렇게 상황별로 외우지 말고 그냥 무조건 concat해서 인코딩 후 분리하는 전략은 어떤지 의견이 궁금합니다.

섹션2부분 webRTC 웹페이지만 나오고 있네요.강의하시는 자료가 화면에 안나오고 있는것 같아서 확인부탁드립니다.

선생님 강의 잘 보고 있습니다- 14강 중 텔레그램 이용 봇 종료 명령(power off) 이후main.py에서 각종 로그인 명령을 해도 진행이 되지 않고 아래와 같이 응답만 하고 있습니다- 텔레그램 내용Login paper --> 봇을 종료합니다.Login real --> 봇을 종료합니다.

Colab에서 머신러닝을 하루던 일주일이던 주기적으로 실행해주라고 하셨는데, 매번 실행할때마다 새노트를 만들어서 하면 될까요? 아니면 기존에 실행했던거 들어가서 다시 실행하면 되나요?

혹시 왜 허깅페이스를 설명해주시는건가요? (저는 개발자가 아니라 ㅠㅠ ) 올라마 깔고 로컬LLM을 쓰면 되는데 허깅페이스를 왜 설명해주는건가요? 혹시 허깅페이스가 있어서 우리가 LLM을 쓸수있게되었다 그런건가요? 모델을 선택해서 쓴다는 그런개념으로 접근할까요?

이 부분에 대해서 따라 해보고 있는데 저는 에러가 발생 하는데요..확인을 해보니..'hermes gateway restart로 gateway를 새로 띄우려 했는데, 이미 다른 gateway 프로세스(PID 1546961)가 같은 Slack 앱 토큰을 사용 중이라 충돌이 났습니다.'라고 하는데.. 제가 잘못 하고 있는 건가요?영상이 잘못된걸까요?해결책도 찾긴 했지만 해보진 않았습니다.어떤게 맞는건지 몰라서요..슬랙은 설치 하라는데로 설치 해서 잘 쓰고 있는 상태 였는데..아래에 인프런에서 답변을 붙였는데..물론 ai 답변 이겠지만..제가 찾아본 답변과 같습니다.문제는 영상 에서는 아래와 같은 현상이 없이 잘 되는 것 같은데..왜 저는 저런 문제가 발생 하는가 입니다.슬랙 설치 부터 하라는데로 잘 따라 한 것 같은데..다른 점은 저는..호스팅어가 아닌 다른 업체의 vps 를 사용 하고 있다는 것 밖에 없습니다.

작업형 2을 여러 데이터를 구해서 해보고 있는데 하이퍼 파라미터 변수를 조정해서 평가결과를 보면 학습률이 높거나 트리가 깊어야 점수가 좋게 나오는 경우가 있는 것 같습니다 예를 들면 대중적으로는 아래처럼 쓰는데n_estimators=500, learning_rate=0.05, max_depth=6이렇게 넣어야 score가 높게 나오는 경우입니다n_estimators=400, learning_rate=0.13, max_depth=10 시험에서도 대중적인 파라미터 대신 평가 점수만 보고 파라미터를 조정해도 괜찮을지 궁금합니다!

강의를 듣다가 알파밴티지 뉴스를 현재느 3일치만 가져온다고 해서 클로드코드랑 얘기를 해봤는데 아래와 같은 얘기를 해주네요. 변수명을 바꿔도 될까요?그리고 뉴스를 7일치로 변경하면 더 좋은가요?동작 방식- time_from: 현재 날짜에서 3일 전 00:00부터 (%Y%m%dT0000 포맷, 예: 20260603T0000)- time_to: 미지정 → AlphaVantage는 time_from만 주면 그 시점부터 현재까지의 기사를 반환합니다- 따라서 실제로는 최근 약 3일간의 뉴스를 수집합니다- limit: 100 → 티커당 최대 100개 기사- 이후 relevance_score >= 0.2 필터를 거쳐 평균 감성점수를 계산해 ticker_sentiment_analysis테이블에 저장합니다⚠ 참고: 헷갈리는 변수명변수명이 yesterday(어제)지만 실제 계산은 timedelta(days=3)으로 3일 전입니다. 변수명과 실제 값이불일치하니, 나중에 코드를 수정하실 때 혼동하지 않도록 주의하시거나 변수명을 three_days_ago등으로 바꾸시는 걸 권합니다.요약하면, 현재 가져오는 뉴스는 최근 3일치입니다.

강의를 계속 따라 왔는데 Part3를 마치고 나니 뉴스/재료 점수 부분이 scorer.py에 없습니다. 강의 내용에서도 없고 공유하신 문서에 안보이네요.강의 영상에서 최종 테스트 결과에서는 뉴스/재료 부분에 점수가 나오는데 저는 안나오고 있어요. 아...다음 강의에 있군요. 질문을 삭제하려다 다른 분들도 참조하시라고 그냥 둡니다.

강사님 안녕하세요.강의를 보다가 궁금증이 생겨서요. 49. 다중선형회귀2 (범주형 변수)에서는 강사님이 스태츠 모델즈의 ols함수에서는범주형 변수 가 포함되어있으면 이를 자동으로 인식하고 내부적으로 원-핫 인코딩 처리를 하므로 사용자가 별도로 범주형 변수를 수치형으로 변환하는 작업이 없어도 된다고 하셨는데,  52강 이원분산분석에서는범주형 변수를 분석할때 c()를 사용해 범주형으로 처리해야한다고 하셔서요. 이원분산분석도 ols를 사용하는데왜 다른지 궁금합니다. 확인 부탁드릴게요!

아래와 같은 메시지가 보이고 cursor command가 실행 안되는 것 같아요. curos를 인식되게 하려면 어떻게 해요? PS E:\Dropbox\claude-code-mastery> cursor .cursor: The term 'cursor' is not recognized as a name of a cmdlet, function, script file, or executable program.Check the spelling of the name, or if a path was included, verify that the path is correct and try again.

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