Various manufacturers of machine learning platform overview

The core of machine learning is "using an algorithm to parse the data, learn from it, and then make a decision about something or predict the world." This means that, instead of explicitly writing programs to perform certain tasks, it is better to teach a computer how to develop an algorithm to accomplish the task. There are three main types of machine learning: supervised learning, unsupervised learning and reinforcement learning, all of which have their specific advantages and disadvantages.

Artificial intelligence is becoming a key part of the transition process in the enterprise, most companies are aware artificial intelligence and machine learning can help companies achieve the transformation, but do not know where to start. Learn machine learning scenarios and find the right partner allows you to more quickly achieve transformation. In order to reduce the threshold of machine learning, many manufacturers offer a number of platforms for people to use and learn.

 

1. Microsoft's Machine Learning platform  https://studio.azureml.net/

2. Facebook applications of machine learning platform

https://research.fb.com/publications/applied-machine-learning-at-facebook-a-datacenter-infrastructure-perspective/

3. Uber machine learning platform

https://eng.uber.com/scaling-michelangelo/

4. Twitter machine learning platform

https://mp.weixin.qq.com/s?__biz=MzU1NDA4NjU2MA==&mid=2247486445&idx=1&sn=f244fe2f1657c4affac0b93e33b74a65&chksm=fbe9b222cc9e3b34c19af38c35ab49cef5a2129c461ff4ab29d63497d21aee196e92fcbb642e&scene=27#wechat_redirect

 5.Databricks open source machine learning platform MLflow

 https://mlflow.org/docs/latest/concepts.html

6.百度机器学习 BML

https://cloud.baidu.com/doc/BML/s/Wjxbindt7

7. 阿里PAI

https://help.aliyun.com/document_detail/72285.html?spm=a2c4g.11174359.6.544.4da35d87h2vsGy

8. 腾讯机器学习平台

https://cloud.tencent.com/document/product/851

9.京东JD neuCube

https://neuhub.jd.com/neuCube

10.美团点评MLX平台

 https://www.infoq.cn/article/spark-flink-carbondata-best-practice

11. 滴滴机器学习平台

https://www.infoq.cn/article/jJ4pjkf8Huf-WVlE7Xw7

12. 华为MLS

 https://support.huaweicloud.com/productdesc-mls/zh-cn_topic_0122559740.html

 13.金山云智机器学习平台 (KML)

https://www.ksyun.com/post/product/KML

14.第四范式

https://blog.csdn.net/RA681t58CJxsgCkJ31/article/details/79492729

 

15. 拍拍贷

http://www.sohu.com/a/228160905_99989999

参考资料：

【1】https://blog.csdn.net/qq_28168421/article/details/81351321

 【2】https://amazonaws-china.com/cn/ai/contact_us/?trkCampaign=onlinedgaiml&trk=baidu|OnlineDG-GC-400-AIML|AI_Generic|%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%b9%b3%e5%8f%b0&sc_channel=ps&sc_campaign=OnlineDG-GC-400-AIML&sc_content=AI_Generic&sc_detail=%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%b9%b3%e5%8f%b0&sc_geo=chna&sc_country=cn&sc_outcome=ml&sc_publisher=baidu