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
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
conferences

ACIIDS 2020

  ACIIDS 2020, a top academic conference organized by King Monkut’s Institute of Technology, Thailand and Wroclaw University of Science and Technology, Poland, was held completely online. From March 23 to March 25, professors and students from all over the world gathered in solidarity in front of their laptops for the advancement of science. Here’s […]

Categories
code kaggle

Coupon Redemption Competition

I had the opportunity to again host a Kaggle-like competition. Here is how I would have solved my own problem and how user’s preferences apply in e-commerce.

Categories
general kaggle

Will my Customer Come Back : Playing with CLV

I’ve been tinkering with customer lifetime value modeling the past few days since the Olist dataset in Kaggle went up. In particular, I wanted to explore the tried and tested probabilistic models, BG/NBD and GammaGamma to forecast future purchases and profits. I also wanted to see if the machine learning approach could do well — […]

Categories
code kaggle recommender sessions

Recommendation Roadtrip- My PythonPH Talk

Join me in this roadtrip of different recommender algorithms.

Categories
computer vision deep learning

Can a machine distinguish dog breeds?

Time for another vision blog. Here, I’ll talk about dogs. Humans can identify a dog from a cat well enough, but it’s a little harder to distinguish specific dog breeds. For instance, can you tell which is which in the following? Well, on the left is a Siberian Husky and on the right is an […]

Categories
kaggle network analysis

TED Talks Network

With some data wizardry, here’s the TED Talks Network!

Categories
code conferences sessions

DOST – Summer School for AI – Code Materials

DOST organized a summer school tackling AI, machine learning and data science for researchers, teachers, graduate students and industry practitioners. I had the privilege of teaching the first module, Python programming.

Categories
code kaggle

Steam Games Recommender

Hey all, it’s time for another machine learning blog. This time, I’m tackling recommendation systems. I’ve found this neat dataset, Steam Video games over at Kaggle. You should definitely check it out. We’ll be going from analyzing how people play these games, to how we can infer ratings from usage patterns. I’ll be implementing my […]