Category Archives: Project

Retrieval-based Deep Learning with TensorFlow v1.0+ and Python

Hi there. In this post I will cover code from a Github repo that I forked (detailed in this post) that trains a machine learning model based on IRC chat logs (the Ubuntu Dialog Corpus) to select the correct response out of a set of potential responses, given a context. The code was created last year with… Read More »

Cleaning Transcript Data with Python

Performing an analysis of text data or using text data to train machine learning models oftentimes requires a lot of data. Usually people look to Wikipedia for large amounts of text data, but occasionally scholars will make use of less traditional sources of data, like movie reviews for performing sentiment analysis on sentences or Ubuntu IRC chat… Read More »

How-to: Scrape Data with Python’s BeautifulSoup

Hello. In this post I’ll show how to scrape semi-structured data from a target webpage with Python’s BeautifulSoup module. BeautifulSoup is indeed beautiful. It is the go-to package for scraping data and working with HTML. We’ll also use requests to grab the HTML from the target URL. The page I use in my example should… Read More »

100 Organic Google Search Results, milestone

Today marks the first day that got 100 Google search results in a single day (save for the 450 anomaly). Meaning 100 people searched something and clicked on this site’s search result, also known as an organic search result. Why is this important? Organic search results are considered one of the strongest indicators of website health… Read More »

How to Scrape Data from Webpages with Python’s Scrapy

In this post I’ll show how to gather unstructured information that exists on webpages using Python’s open source web crawling framework, Scrapy. Web crawlers have been around since the conception of the internet, in fact Google started out by visiting links from Stanford’s homepage until all 10 million of them had been explored. In the… Read More »

The Art of the Sub $200 NAS Build

For decades building your own computer has been a central experience among computer enthusiasts. There’s an indescribable satisfaction that comes with picking out the parts and assembling them into a full computer all by yourself. That same satisfaction extends itself when people decide to build their own network attached storage (NAS) if they’re not simply repurposing… Read More »

How to Build a Budget NAS Machine

Intel build AMD build Other parts, operating systems, and more reading Bonus build A small bit on RAID The failure debate Conclusion Similar to how building your own computer can be cheaper, building (or repurposing) a network attached storage (NAS) can save you a few hundred dollars as well. A NAS machine, or a computer… Read More »