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機器學習/深度學習與Kaggle入門
- 1. Getting Start Deep Learning or Machine Learning with Kaggle 王淳恆, Andrew Wang 聯發科技 技術副理 2018/01/27
- 2. Artificial Intelligence Machine Learning Deep Learning IBM Deep Blue Google Search AlphaGo
- 3. Learning Roadmap for Machine Learning Study Python/R Study Machine Learning Kaggle
- 4. Coursera for Machine Learning https://www.coursera.org/learn/machine-learning
- 5. Learning Roadmap for Deep Learning Study Python Study Machine Learning Kaggle Study Deep Learning
- 6. Coursera for Deep Learning https://www.coursera.org/specializations/deep-learning
- 7. Other Resources • 台灣人工智慧學校 http://aiacademy.tw/ • Stanford: Convolutional Neural Networks for Visual Recognition http://cs231n.stanford.edu/ • 台大李宏毅老師 機器學習課程 http://speech.ee.ntu.edu.tw/~tlkagk/co urses.html
- 8. GPU in Deep Learning for Getting Start • nVidia GPU – GTX 1060 – GTX 1070 – GTX 1080 – GTX 1080 Ti (Time is money!)
- 9. Gaming PC or NB for GPU • XXX