What AI can done - http://www.inma.ucl.ac.be/~francois/blog/entries/entry_562.php

http://machinelearningmastery.com/a-tour-of-machine-learning-algorithms

How Quora do machine learning - http://www.infoq.com/cn/news/2015/12/Quora-ML https://www.linkedin.com/pulse/machine-learning-quora-xavier-amatriain

And NLP - http://www.infoq.com/cn/news/2015/12/Quora-TF-IDF-NLP https://data.quora.com/Mapping-the-Discussion-on-Quora-Over-Time-through-Question-Text http://www.infoq.com/cn/news/2015/12/Twitter-api-notion

http://www.infoq.com/cn/articles/user-portrait-collaborative-filtering-for-recommend-systems https://blog.statsbot.co/recommendation-system-algorithms-ba67f39ac9a3

Spotify’s Discover Weekly: How machine learning finds your new music - https://hackernoon.com/spotifys-discover-weekly-how-machine-learning-finds-your-new-music-19a41ab76efe

http://deeplearning4j.org/

Books:
Artificial Intelligence, foundations of computational agents - http://artint.info/html/ArtInt.html
Deep Learning, An MIT Press book in preparation - http://www.deeplearningbook.org/
http://www.constructedintellect.com/learning-ai-resources-links-courses/
http://neuralnetworksanddeeplearning.com/

机器学习：现在与未来 - http://www.weibo.com/ttarticle/p/show?id=2309403965913404704823

网站文章如何能自动判定是抄袭？一种算法和实践架构剖析 - http://www.infoq.com/cn/articles/how-web-article-utomatically-determine-plagiarism

neural network - http://pages.cs.wisc.edu/~bolo/shipyard/neural/local.html

Users-AI-application-cases-enter - http://www.infoq.com/cn/news/2016/12/Users-AI-application-cases-enter https://news.ycombinator.com/item?id=13159908

Some more discussion of AlphaGO - https://theinitium.com/article/20170105-opinion-AI-Go/

How self driving car work - http://www.nytimes.com/interactive/2016/12/14/technology/how-self-driving-cars-work.html

人工智慧 Libratus 是如何擊敗德州撲克高手的？ - https://www.inside.com.tw/2017/02/03/how-libratus-work

Good video tutorial from facebook - https://code.facebook.com/posts/384869298519962/artificial-intelligence-revealed

MindMeld’s Guide to Building Conversational Apps - https://www.infoq.com/news/2017/02/mindmeld-guide https://docs.mindmeld.com/index.html

Time Series Anomaly Detection Algorithms, The current state of anomaly detection techniques in plain language - https://blog.statsbot.co/time-series-anomaly-detection-algorithms-1cef5519aef2

Data science simplified: principles and process - https://becominghuman.ai/data-science-simplified-principles-and-process-b06304d63308

 从模型选择到超参调整，六步教你如何为机器学习项目选择算法 - https://mp.weixin.qq.com/s?__biz=MzA5NzkxMzg1Nw==&mid=2653162109&idx=1&sn=d5c726a84269d7656f40fc3fcb408007&chksm=8b493713bc3ebe0557243db7f9b6395c49946391f7c33eb4703bd74762a13f6bb7a82cb5af5f#rd

http://horicky.blogspot.hk/2017/08/reinforcement-learning-overview.html

Difference kind of neural network - http://www.infoq.com/cn/articles/teach-you-how-to-read-all-kinds-of-neural-networks

From regression to neural network - https://blog.statsbot.co/machine-learning-algorithms-183cc73197c