Categories
code data engineering recommender

Deploying a Recommendation System the Kedro Way

A tutorial to create a recommender pipeline with Kedro and MLFlow.

Categories
computer vision

My Heritage In Color

An uploaded family photo inspired me to pick up a colorizer tool. Here is my post honoring my family’s history.

Categories
code data engineering general

Level Up Your MLOps Journey with Kedro

MLOps is all about creating sustainability in machine learning. To maintain structure in this fast-paced field, you can try out Kedro, an open-source Python project that aims to help ML practitioners create modular, maintainable, and reproducible pipelines.

Categories
kaggle recommender

R-Recommender Roadtrip

This is part 2 of my talk on recommenders. The presentation describes the intuitions of matrix factorization and how to implement it in R. I delivered this in the R-Users Group PH meetup group this November. If you wish to see some more recommender material in this blog, check this out:

Categories
code kaggle

A Name Across Time and Numbers

With data, I explore the name Cassandra, Zoe, their variants and how they move in popularity over time.

Categories
genomics healthcare

Data Science in Genomics: Some References

Learning ATGC seem too different from the rest of the cash-cows of data science. Fast forward half a decade, we see viral RNA and reverse transcription polymerase chain reaction (RT PCR) flying around in the news.

What’s a data scientist to do? Learn!

Categories
computer vision deep learning kaggle

SIIM-ISIC Melanoma Classification Challenge

In this video, I’ll discuss my solution to the SIIM-ISIC Melanoma Classification Challenge hosted in Kaggle.

Categories
general

Mobility in the time of pandemic

Mobility is one of the greatest freedoms achieved in the 20th century. Deep-rooted as it is, free movement is something easy to forget. As a data scientist, this article is about how data reflects our shared quarantine experience.

Categories
code kaggle

COVID-19 and Blood Chemistry Tests

Today I will be taking a look at blood chemistry tests and COVID-19. I am trying to see associations of the different blood cell types when there is a SARS-COV-2 infection. I am joined with my friend Dr. Earl Tiu as I try to explain my findings to him. The data is sourced from Kaggle, […]

Categories
computer vision deep learning kaggle

Generating Book Covers through GANs

Hi all! I’m trying out this new format of publishing my projects through Powerpoint videos. Recording this way is fun. Let me know if this is a better format for you. This pet project is my tribute to books. As a machine learning person, I’d like to see if I can artificially create images of […]