Big article on how #uber ML system Michelangelo works
Michelangelo enables internal teams to seamlessly build, deploy, and operate machine learning solutions at Uberβs scale. It is designed to cover the end-to-end ML workflow: manage data, train, evaluate, and deploy models, make predictions, and monitor predictions. The system also supports traditional ML models, time series forecasting, and deep learning.
Link: https://eng.uber.com/michelangelo/
#ML #MLSystem #MLatwork #practical
Michelangelo enables internal teams to seamlessly build, deploy, and operate machine learning solutions at Uberβs scale. It is designed to cover the end-to-end ML workflow: manage data, train, evaluate, and deploy models, make predictions, and monitor predictions. The system also supports traditional ML models, time series forecasting, and deep learning.
Link: https://eng.uber.com/michelangelo/
#ML #MLSystem #MLatwork #practical
Useful and practical post on pandas indexing
Link: https://www.shanelynn.ie/select-pandas-dataframe-rows-and-columns-using-iloc-loc-and-ix/
#beginner #pandas #practical #novice #entrylevel
Link: https://www.shanelynn.ie/select-pandas-dataframe-rows-and-columns-using-iloc-loc-and-ix/
#beginner #pandas #practical #novice #entrylevel
www.shanelynn.ie
Pandas iloc and loc β quickly select data in DataFrames
The iloc, loc and ix indexers for Python Pandas select rows and columns from DataFrames. Simple guide to find data by position, label & conditional statements.
Great collection of practical rules for routine DS engineering / research job.
Machine Learning in a company is 10% Data Science & 90% other challenges, this pdf provides a great deal of principals and solutions to deal with them.
We can only recommend saving this post to your Saved Messages by forwarding it to yourself.
Link: http://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf
#cheatsheet #advice #practical #common #shouldbesaved
Machine Learning in a company is 10% Data Science & 90% other challenges, this pdf provides a great deal of principals and solutions to deal with them.
We can only recommend saving this post to your Saved Messages by forwarding it to yourself.
Link: http://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf
#cheatsheet #advice #practical #common #shouldbesaved