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Fastai Bird Identifier - The Perils of Dataset Curation

2023-12-04 • 10 minute read

Building a neural network bird identifier with PyTorch and Fastai, encountering the difficulties of dataset curation.

JavaScriptData ScienceMath

Simulate Stocks with Javascript

2021-02-01 • 9 minute read

Learning how to simulate stocks in the stock market using Javascript and Monte Carlo Simulation.

JavaScriptData ScienceMath

Estimate Pi with Monte Carlo Simulation in Javascript

2021-01-01 • 9 minute read

Learning how to estimate the value of Pi with Monte Carlos simulations using Javascript.

JavaScriptNext.jsNode.js

Create a Blur Up Image Pipeline with Next.js using Static Rendering

2020-12-16 • 14 minute read

Create a blur up image pipeline with Next.js using static rendering. Shrink and compress your images to a base64 string and display a blurred version of your images while they load.

JavaScriptGatsby

Create an API from your Static Site

2020-07-22 • 7 minute read

Create an API using data from your static site so you can read data from it in another application without resorting to web scraping.

JavaScriptReactGatsby

Gatsby Blog From Scratch: An In-depth Guide to Starting with Gatsby

2020-04-17 • 32 minute read

Building a technical GatsbyJS blog from scratch without plugins for a deeper understanding of Gatsby's core systems.