강연 | 물류 AI 융합전문가 과정 (KPC-NIPA)

  • 강연일시: 2021.7.13, 19, 20 (24h)
  • 강연장소: ZOOM
  • 강연기획: KPC 한국생산성본부 유승경 위원
  • 강연진행: NXP 넥스트플랫폼 동준상 대표

인공지능 실습예제

  1. NXP ML Prediction 멜버른 주택 가격 예측.ipynb
    https://colab.research.google.com/drive/1y9fqGADQ0V_I4IDzBpS23RwGFMpLEHlP?usp=sharing

    데이터: melb_price.csv
    https://drive.google.com/file/d/1R3Zcaymb_yRMHZcV1jD__BIcLTHklfRe/view?usp=sharing
  2. NXP DL Prediction 1차 방정식 해 추론하기.ipynb
    https://colab.research.google.com/drive/18CxFZt_2QiTVEPTHgK1dyuKAP24Seqaw?usp=sharing

  1. NXP DL Prediction MNIST 손글씨 CNN Best.ipynb
    https://colab.research.google.com/drive/1RJdArOYKBuJKP0z5fqe9JB0nS15Fngi4?usp=sharing
  2. NXP ML Prediction 사용자 데이터 기반 예측 Isil Berkun.ipynb
    https://colab.research.google.com/drive/1tm1hUGds4oVg3cAkqg7QbhWDVxhYW7Uz?usp=sharing

    데이터: insurance.csv
    https://drive.google.com/file/d/18JKM-CurRtwDtQuSVY-_9tXCezX8NMRx/view?usp=sharing

  1. NXP DL Prediction 가위 바위 보 RockPaperScissors.ipynb
    https://colab.research.google.com/drive/1yvCEbSJuCuNJEMXjd2XrOLkxMKP8C_2Z?usp=sharing

케이스 스터디

의류 유통 혁신 | 스티치픽스
https://www.stitchfix.com/

안경 유통 혁신 | 와비파커
https://www.warbyparker.com/


스터디 리소스

DeepLearning.AI TensorFlow Developer Professional Certificate
https://www.coursera.org/professional-certificates/tensorflow-in-practice?

Neural Structured Learning
https://www.tensorflow.org/neural_structured_learning


산업인공지능 구현을 위한 예측적 분석의 이해

산업인공지능 구현을 위한 예측적 분석의 이해
https://drive.google.com/file/d/1DguRtbdbGTJF4tlFHxyVJPLsbsWC8gej/view?usp=sharing

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