Machine Learning Resources
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Platforms
https://azure.microsoft.com/en-us/services/virtual-machines/data-science-virtual-machines/
Google TPU
Amazon
Misc
https://github.com/bulutyazilim/awesome-datascience
Data Mining/Machine Learning
A Collection of Cheatsheets
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data
Essential Cheat Sheets for Machine Learning and Deep Learning Engineers
https://github.com/kailashahirwar/cheatsheets-ai
Data Science Version Control and Continuous Delivery
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Data Version Control
dvc + DAGsHub sounds like a good lightweighted way for data version control.
dolthub is another good way for data version control.
Data Versioning, Data Pipelines …
Deep Learning Libraries for Dialog Systems and Chatbots
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
References
https://github.com/deepmipt/DeepPavlov
Monitoring and Alerting Tools
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Grafana seems like another great choice!!! https://grafana.com/grafana/download?platform=docker
Prometheus sounds like a good one!
ELKI sounds like a possible tool for monitoring & alerting
Argus another one …