Arian PrabowoinDataDrivenInvestorHow AI works? Explained with an analogy from financeTLDR: Deep Learning is basically an automated way to generate the best trading indicator ever, with lots of asterisks.9 min read·Dec 23, 2021----
Arian PrabowoinTowards Data ScienceAwesome PyTorch Lightning templateTLDR: A PyTorch Lightning template with a lot of features included. Link to the Google Colab here.5 min read·Sep 6, 2021----
Arian PrabowoIs Google Translate Sexist? My additional datapoint using Indonesian.TLDR: There is a tweet about how Google Translate is sexist by Dora Vargha. It got famous. Dora used Hungarian, I’m going to use…5 min read·Mar 24, 2021--1--1
Arian PrabowoinThe StartupDataset Can Only Be Unbalanced, Not Biased. But Humans Can.TLDR: Dataset, architecture, models, metrics, algorithms, and math cannot be biased. Humans making choices are biased, by the very nature…9 min read·Feb 13, 2021----
Arian PrabowoinTowards Data ScienceCOVID19: Top 7 online interactive simulations, curated.TLDR: Interactive simulations are great ways to gain intuitive understanding of complex systems. And it doesn’t get more complex than…9 min read·Apr 13, 2020--1--1
Arian PrabowoinDataSeriesThe messiness of real world data 2: Comparing growth factor between countries.TDLR: Follow up on the previous post. The fair way to compare countries is to plot growth factor against time-lagged x-axis. The result is…6 min read·Mar 29, 2020----
Arian PrabowoinTowards Data ScienceCOVID19: Keeping track of R0 and where to find them. (world, Australia, Victoria)TLDR: It is very easy to get lost in the noise of COVID19, what news is real and is fake, which statistics to pay attention to. Answer: R0…4 min read·Mar 27, 2020----
Arian PrabowoinTowards Data ScienceThe messiness of real world data: Tracking R0 of COVID19 with logistic function.TLDR: A story about how real world data do not fit nicely into a overly simplistic model. Also known as: How postulating perfectly…8 min read·Mar 25, 2020--1--1
Arian PrabowoinTowards Data ScienceThe Mechanics of Attention MechanismTLDR: This is basically about converting the original attention paper by Yoshua Bengio’s group to flowcharts. Check the last diagram…7 min read·Feb 24, 2020--1--1
Arian PrabowoinTowards Data ScienceWhat kind of thing is Gaussian Process in ML context: Explaining through ML analogyAn explanation by Machine Learning (ML) student for ML people through ML analogy6 min read·Dec 10, 2019----