為方便查找「人工智慧」、「實境互動」等相關學習資源,所以將常用的連結整理至此頁面。所有連結與本站無關,如果圖示、連結失效,可能是原站已停用或變更網址,造成不便敬請見諒。表單中排序和推薦順序無關。另外如有推薦的名單,亦可留言互動,謝謝。
目錄:
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吳恩達(Andrew Ng) - Stanford - CS230: Deep Learning |
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李飛飛(Feifei Li) - Stanford - CS231n: Deep Learning for Computer Vision |
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Justin Johnson - Michigan - EECS 498.008 / 598.008 - Deep Learning for Computer Vision |
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Christopher Potts - Stanford - CS224U: Natural Language Understandin |
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Jurij Leskovec - Stanford - CS224W: Machine Learning with Graphs |
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Sergey Levine - UC Berkeley - CS W182 / 282 A: Designing, Visualizing and Understanding Deep Neural Networks |
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韓松(Song Han) - TinyML and Efficient Deep Learning Computing 6.S965 Fall 2022 / 6.5940 Fall 2023 |
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Vijay Janspa Reddi - Harvard - CS249r: Tiny Machine Learning |
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Brian Plancher - Barnard, Columbia - tinyMLx/courseware |
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Mohamed Abdelfattah - Cornell - ECE 5545: Machine Learning Hardware and Systems |
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Edge Impulse - courseware embedded machine learning |
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李宏毅(Hung-Yi Lee) - 台大電機 - Machine Learning (2022 Spring) |
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葉宗泰(Tsung-Tai Yeh) - 陽明交大資工 - Accelerator Architectures for Machine Learning (Fall 2024) |
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許哲豪(Che-Hao Hsu) - 台科大資工 - CS5149701: 人工智慧與邊緣運算實務 |
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許哲豪(Che-Hao Hsu) - OmniXRI's Edge AI & TinyML 小學堂 2024 |
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陳鍾誠 ─ 金門大學資工 - 人工智慧、系統程式、演算法 |
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蔡炎龍 ─ 政治大學應數 ─ 深度學習(MOOC) |
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AIGO線上學習課程 |
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國家高速網路與計算中心 - AI數位學習平台 |
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微軟人工智能教育與學習共建社區(簡體) |
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Google TensorFlow for Mobile & Edge (Micro-controller) (繁體中文) |
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動手學深度學習第二版 |
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Intel OpenVINO Toolkit (Youtube) |
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台大電機李宏毅老師 - 機器學習 (2022)、機器學習2023(生成式AI)、生成式AI導論2024、生成式AI時代下的機器學習2025 |
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台大資工陳縕儂老師 ─ 深度學習之應用(Fall 2022) (Youtube)、人工智慧導論2024、深度學習之應用2024 |
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台大資工林軒田老師 - 機器學習 (Youtube) |
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台科大欒斌老師 - 2022暑期人工智慧基礎與應用 (Youtube) |
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國防醫學林嶔老師 - 機器學習及算法(2024)、深度學習理論與實務(2024) |
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政大應數蔡炎龍老師 ─ 深度學習的原理及實務上的應用 (政大磨課師) |
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2018 Mike - 人工智慧、機器學習 (Youtube) |
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微軟技術捷運 - 人工智慧線 (Youtube) |
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跟李沐學AI、Mu Li |
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Wenhua-Yu AI Focus |
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ZOMI酱 |
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tinyML Foundation - TinyML (Youtube) |
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Edge Impulse - TinyML (Youtube) |
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MIT HAN Lab - TinyML and Efficient Deep Learning Computing, Fall 2022, MIT 6.S965 (Youtube) / EfficientML.ai Lecture, Fall 2023, MIT 6.5940 (Youtube) |
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xLAB - TinyML - Tiny Machine Learning at UPenn (Youtube) |
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Arduino TinyML Kit Tutorial (Youtube) |
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Mohamed Abdelfattah - Cornell - Machine Learning Hardware and Systems (Spring 2022)(Youtube) |
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許哲豪(Che-Hao Hsu) - OmniXRI's Edge AI & TinyML 小學堂 2024 |
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歐尼克斯實境互動工作室 - 系列發文 |
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CAVEDU教育團隊技術部落格 |
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CH.Tseng - 機器學習 |
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李謦伊的閱讀筆記 |
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LearnOpenCV |
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Sik-Ho Tsang's Medium |
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Thommaskevin's Medium - TinyML機器學習 |
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Intel OpenVINO Toolkit |
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Google MediaPipe |
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Microsoft EdgeML |
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Seeed Studio EdgeLab |
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OpenMMLab |
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Kaggle AI開放式比賽 |
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Papers with code |
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Microsoft Common Objects in Context (COCO) |
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ImageNet Dataset |
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Pascal visual Object Classes |
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機器之心 - SOTA模型 - 數據集 |
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Roboflow - Public Datasets |
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歡迎按讚、分享,更多精彩文章請參考【歐尼克斯實境互動工作室】。
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