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Month: April 2019

Building End-to-End Production Machine Learning pipelines

Building End-to-End Production Machine Learning pipelines

Much of the public discourse in Data Science focuses on model optimization (selection of regressors/classifiers, hyperparameter tuning, model training and improvment of the prediction accuracy). Less material is available on using and deploying these trained Machine Learning models in production.

Pawel Plaszczak April 21, 2019May 13, 2019 Articles No Comments Read more

Audit logging for Amazon Redshift

Audit logging for Amazon Redshift

I lately spent a while configuring and analysing the logs for Amazon Redshift warehouse. I am summarizing the experience here so others can achieve the same faster. Amazon Redshift is the analytical data warehouse platform on the AWS cloud, with

Pawel Plaszczak April 3, 2019April 3, 2019 Articles No Comments Read more

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Recent Posts

  • Moving On
  • Data Literacy: Six examples of bad data interpretation
  • Porting PyTorch neural network to Amazon AWS
  • Porting pyTorch cloud detection model to Amazon AWS S3
  • pushing data to AWS. SageMaker sucks. So does Anaconda

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  • C on Product Owner vs Product Manager vs Architect
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