将MOOC和Kaggle比赛结合 在线自学 + 精益实践
Standford CS231n 2017课程学习总结 https://github.com/mbadry1/CS231n-2017-Summary
深度强化学习免费实例教程(Tensorflow) https://github.com/simoninithomas/Deep_reinforcement_learning_Course
【异常检测】《Anomaly Detection - YouTube》by 李宏毅 https://www.youtube.com/watch?v=ikJi4bEgrNI
很好的计算机视觉视频课程 课程：计算机视觉远古探秘” https://www.bilibili.com/video/av43498478/
Kaggle出品的小型数据科学系列课程 https://github.com/Kaggle/learntools https://www.kaggle.com/learn/overview
经典统计学到现代机器学习 https://www.bilibili.com/video/av65718644/
'fun-with-graphics - 图形学相关的高校课程、书籍、教程、文章、博客、资源、开源项目。' https://github.com/FancyVin/fun-with-graphics
李宏毅机器学习2019(国语) https://www.bilibili.com/video/av46561029/
Andrew Ng深度学习(Autumn 2018) https://www.bilibili.com/video/av47055599/
Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind https://github.com/enggen/DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning
强化学习从入门到放弃：中文强化学习资料汇总 https://github.com/wwxFromTju/awesome-reinforcement-learning-zh
Learning from data一书中的习题解答 https://github.com/Doraemonzzz/Learning-from-data
(彭博)视频课程：机器学习基础 https://github.com/davidrosenberg/mlcourse
台大李宏毅(国语)线性代数课程 https://www.bilibili.com/video/av31780632/
Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core + Brain Waves Reconstruction https://github.com/RubensZimbres/Repo-2018
STAT479: Machine Learning (Fall 2018) https://github.com/rasbt/stat479-machine-learning-fs18
MIT Deep Learning https://github.com/lexfridman/mit-deep-learning