1.
Alexey Grigorev
@Al_Grigor
Model monitoring
We need to make sure that
- the model remains functional
- the predictions of our model are st… twitter.com/i/web/status/1…
We need to make sure that
- the model remains functional
- the predictions of our model are st… twitter.com/i/web/status/1…
2.
Alexey Grigorev
@Al_Grigor
Starting this week #DEZoomcamp by @DataTalksClub:
Introduction to GCP
Docker and docker-compose
Running Post… twitter.com/i/web/status/1…
Introduction to GCP
Docker and docker-compose
Running Post… twitter.com/i/web/status/1…
Retweet of status by @KseniaLegostay
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@DataTalksClub is two years old!
What a journey! Thanks everyone for being a part of it
Drop by our Slack and say hi =)
7.
Alexey Grigorev
@Al_Grigor
Week 5 of Machine Learning Zoomcamp
Model deployment
Saving and loading the models
Web services with Flask
… twitter.com/i/web/status/1…
Model deployment
Saving and loading the models
Web services with Flask
… twitter.com/i/web/status/1…
Alexey Grigorev
@Al_Grigor
Machine Learning Zoomcamp Module #4
Accuracy and its problems
Confusion table
Precision and recall
ROC and… twitter.com/i/web/status/1…
Accuracy and its problems
Confusion table
Precision and recall
ROC and… twitter.com/i/web/status/1…
Retweet of status by @Al_Grigor
Alexey Grigorev
@Al_Grigor
Week 2 of Machine Learning Zoomcamp:
Predicting car price
Data preparation
Exploratory data analysis
Line… twitter.com/i/web/status/1…
Predicting car price
Data preparation
Exploratory data analysis
Line… twitter.com/i/web/status/1…
Alexey Grigorev
@Al_Grigor
@DataTalksClub is two years old!
What a journey! Thanks everyone for being a part of it
Drop by our Slack and say hi =)
Retweet of status by @Al_Grigor
Alexey Grigorev
@Al_Grigor
Services from AWS for productionizing ML models
Lambda
Batch
Elastic Beanstalk
ECS
EKS
EMR
SageMaker… twitter.com/i/web/status/1…
Lambda
Batch
Elastic Beanstalk
ECS
EKS
EMR
SageMaker… twitter.com/i/web/status/1…
Retweet of status by @Al_Grigor
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Alexey Grigorev
@Al_Grigor
Tools that cover 90% of data science use cases
Git
Bash
SQL
NumPy
Pandas
Scikit-Learn
Flask
Docker
Focus on them first
Git
Bash
SQL
NumPy
Pandas
Scikit-Learn
Flask
Docker
Focus on them first
Alexey Grigorev
@Al_Grigor
"Engineering Practices for Data Scientists" eBook from @valohai is out!
You’ll learn from it:
Git
Python depe… twitter.com/i/web/status/1…
You’ll learn from it:
Git
Python depe… twitter.com/i/web/status/1…
Retweet of status by @DataTalksClub
Alexey Grigorev
@Al_Grigor
Today we introduce the DVC extension for VS Code! Now the power of DVC is magnified with @code !
1/ pic.twitter.com/V1JwWIvzmb
1/ pic.twitter.com/V1JwWIvzmb
Alexey Grigorev
@Al_Grigor
Finally published the ML monitoring tutorial I gave at the Stanford CS 329S course!
How to set up ML monitoring… twitter.com/i/web/status/1…
How to set up ML monitoring… twitter.com/i/web/status/1…
Retweet of status by @EmeliDral
...but wait! There's more!
1.
fakhright
@fakhright
astaghfirullah peng.krim guaaaaaaaa..............a *salto sambil solat*
