Eric J Ma's Website

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Annotating code tests and selectively running tests

written by Eric J. Ma on 2018-02-25 | tags: programming python testing software engineering

In this blog post, let me share with you how we can selectively run a test using pytest's machinery.

Read on... (112 words, approximately 1 minute reading time)
nxviz first PR merged!

written by Eric J. Ma on 2018-02-21 | tags: software engineering data visualization nxviz graph theory data science

In celebration of the first pull request that the nxviz project has received!

Read on... (109 words, approximately 1 minute reading time)
Deep Learning and the Importance of a Good Teacher

written by Eric J. Ma on 2018-02-20 | tags: data science education teaching deep learning

Or: "Why having a good teacher was so instrumental in my learning of deep learning."

Read on... (210 words, approximately 2 minutes reading time)
Data scientists need to write good APIs

written by Eric J. Ma on 2018-02-13 | tags: software engineering data science

In which I argue why data scientists need to know how to write good APIs, or more generally, have basic software development skills.

Read on... (133 words, approximately 1 minute reading time)
Bayesian Inference & Testing Sets

written by Eric J. Ma on 2018-02-07 | tags: bayesian statistics data science

Further thoughts on whether Bayesian models overfit.

Read on... (173 words, approximately 1 minute reading time)
PyCon Program Committee Review

written by Eric J. Ma on 2018-02-06 | tags: pycon conferences python

My reflections on reviewing talk proposals for PyCon 2018.

Read on... (2341 words, approximately 12 minutes reading time)
Refactor Notebook Code

written by Eric J. Ma on 2018-01-29 | tags: jupyter data science software engineering

In which I argue why we should refactor code out of Jupyter notebooks as soon as possible.

Read on... (167 words, approximately 1 minute reading time)
PyMC3 docs + Weibull patches merged!

written by Eric J. Ma on 2018-01-18 | tags: bayesian software development open source data science

I made a few pull requests to PyMC3! Come read about them :).

Read on... (428 words, approximately 3 minutes reading time)
Offline Time

written by Eric J. Ma on 2018-01-10 | tags: work digital decluttering productivity

I came to realize how important digital offline time is.

Read on... (136 words, approximately 1 minute reading time)
Bayesian Uncertainty: A More Nuanced View

written by Eric J. Ma on 2018-01-08 | tags: bayesian data science statistics

When is uncertainty useful? A short thought.

Read on... (69 words, approximately 1 minute reading time)
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