Eduardo Blancas – Medium

Eduardo Blancas

Published in
Towards Data Science

Stop using 0.5 as the threshold for your binary classifier

Learn how to set the optimal threshold for your Machine Learning model.

Nov 29, 2022

Stop using 0.5 as the threshold for your binary classifier

Nov 29, 2022

Published in
Towards Data Science

Can I Trust My Model’s Probabilities? A Deep Dive into Probability Calibration

A practical guide on probability calibration

Nov 10, 2022

Can I Trust My Model’s Probabilities? A Deep Dive into Probability Calibration

Nov 10, 2022

Published in
Towards Data Science

Deploying a Data Science Platform on AWS: Parallelizing Experiments (Part III)

A step-by-step guide to deploy a Data Science platform on AWS with open-source software

Nov 1, 2022

Deploying a Data Science Platform on AWS: Parallelizing Experiments (Part III)

Nov 1, 2022

Published in
Towards Data Science

Deploying a Data Science Platform on AWS: Running containerized experiments (Part II)

A step-by-step guide to deploy a Data Science platform on AWS with open-source software

Oct 26, 2022

Deploying a Data Science Platform on AWS: Running containerized experiments (Part II)

Oct 26, 2022

Published in
Towards Data Science

Deploying a Data Science Platform on AWS: Setting Up AWS Batch (Part I)

A step-by-step guide to deploy a Data Science platform on AWS with open-source software

Oct 7, 2022

Deploying a Data Science Platform on AWS: Setting Up AWS Batch (Part I)

Oct 7, 2022

Tips and Tricks to Use Jupyter Notebooks Effectively

A few things to make you 10x more productive with Jupyter.

Aug 8, 2022

Tips and Tricks to Use Jupyter Notebooks Effectively

Aug 8, 2022

Published in
Towards Data Science

Introducing Snapshot Testing for Jupyter Notebooks

nbsnapshot is an open-source package that benchmarks notebook’s outputs to detect issues automatically.

Jul 5, 2022

Introducing Snapshot Testing for Jupyter Notebooks

Jul 5, 2022

Published in
Towards Data Science

From Jupyter to Kubernetes: Refactoring and Deploying Notebooks Using Open-Source Tools

A step-by-step guide to going from a messy notebook to a pipeline running in Kubernetes

Jun 23, 2022

From Jupyter to Kubernetes: Refactoring and Deploying Notebooks Using Open-Source Tools

Jun 23, 2022

Published in
Towards Data Science

Analyze and plot 5.5M records in 20s with BigQuery and Ploomber

Develop scalable pipelines on Google Cloud using open-source software.

May 23, 2022

Analyze and plot 5.5M records in 20s with BigQuery and Ploomber

May 23, 2022

Published in
Towards Data Science

A Gentle Introduction to Open-Source Contributions

A step-by-step guide for contributing to an open-source project

May 10, 2022

A Gentle Introduction to Open-Source Contributions

May 10, 2022

Eduardo Blancas

Eduardo Blancas

Data scientist turned startup founder. M.S. in Data Science from Columbia University. Currently building Ploomber: https://ploomber.io/

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