機器學習/深度學習與Kaggle入門
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This document provides an overview of getting started with machine learning and deep learning. It outlines learning roadmaps that involve studying Python/R, machine learning, and Kaggle competitions. It also lists relevant online courses from Coursera and recommends resources like the Taiwan AI Academy. The document advises obtaining an Nvidia GPU like the GTX 1060, 1070 or 1080 to accelerate deep learning and suggests a gaming PC or notebook for the GPU. It concludes by providing contact information.
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