Haya ToumyWhich Data Science Bootcamp Should You Sign Up For?A practical guide4 min read·Jul 4, 2019----
Haya ToumyInteractive Function to Gather Live Tweets About Road Conditions and Traffic StatusA project to route first respondents during emergencies and natural disasters.3 min read·May 14, 2019----
Haya ToumyHow to Store Scraped Webpages with BeautifulSoup in a List, Then Save it to a Text fileLately, I needed to scrape over 5000 pages for data. There are very many components on each page, and I needed a lot too. I made a…2 min read·May 2, 2019----
Haya ToumyNatural Language Processing, APIs, and Classification in Python, A Project WalkthroughThe mission: create a model that distinguishes well between cooking and nutrition posts on Reddit; a natural language processing…10 min read·Apr 7, 2019----
Haya ToumyRegression Model Selection Workflow. Step by Step, With Explanations:Let’s build the best regression model to predict houses sale prices in Ames, Iowa. I’m going to walk you through the workflow, and my…12 min read·Mar 29, 2019----
Haya ToumyEncoding String Variables in Python, and Dealing With Null Values.You already know that your model, any model, will not incorporate non-numerical variables. But you have some ordinal variables that you…6 min read·Mar 24, 2019----