Eduardo Blancas – Medium

Eduardo Blancas

Eduardo Blancas
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.

7 min readNov 29, 2022

--

4

Stop using 0.5 as the threshold for your binary classifier

--

4

Eduardo Blancas
in
Towards Data Science

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

A practical guide on probability calibration

10 min readNov 10, 2022

--

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

--

Eduardo Blancas
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

5 min readNov 1, 2022

--

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

--

Eduardo Blancas
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

5 min readOct 26, 2022

--

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

--

Eduardo Blancas
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

5 min readOct 7, 2022

--

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

--

Eduardo Blancas

Tips and Tricks to Use Jupyter Notebooks Effectively

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

4 min readAug 8, 2022

--

Tips and Tricks to Use Jupyter Notebooks Effectively

--

Eduardo Blancas
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.

6 min readJul 5, 2022

--

1

Introducing Snapshot Testing for Jupyter Notebooks

--

1

Eduardo Blancas
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

5 min readJun 23, 2022

--

1

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

--

1

Eduardo Blancas
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.

6 min readMay 23, 2022

--

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

--

Eduardo Blancas
in
Towards Data Science

A Gentle Introduction to Open-Source Contributions

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

12 min readMay 10, 2022

--

1

A Gentle Introduction to Open-Source Contributions

--

1

Eduardo Blancas

Eduardo Blancas

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

Following

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams