collection of reading materials and courses
@note: if any of these materials violates your copy right or related right, please drop me a comment and I'll remove those at your request. thanks :)
https://databricks.com/blog/category/engineering
https://deepmind.com/research/publications/
https://engineering.linkedin.com/blog
https://blog.twitter.com/engineering
http://www.paypal-engineering.com/
https://aws.amazon.com/blogs/aws/
https://reinvent.awsevents.com/
https://medium.com/netflix-techblog
http://blog.idf.cn/2015/02/ctf-field-guide/
- papers mainly from https://spark.apache.org/research.html
- summit https://spark-summit.org
- hadoop eco-system from https://hadoop.apache.org
- summit http://hadoopsummit.org
google progress https://research.google.com/pubs/papers.html
AMP lab https://amplab.cs.berkeley.edu/publication
machine learning stuff http://www.andrewng.org/publications/
https://developers.google.com/machine-learning/crash-course/
reading material from MIT course 6.S897: Large-Scale Systems https://people.csail.mit.edu/matei/courses/2015/6.S897/
heavy on database part, but still good reading materials: https://courses.cs.sfu.ca/2015sp-cmpt-886-g1/pages/syllabus
articles on AI and Machine Learning http://www.sciencemag.org