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Projects
Flatiron School
As a student in the Flatiron School’s data science bootcamp, I built a portfolio of data science projects to showcase the skills I practiced. Here is a list of my projects:
Project 4: Natural Language Processing & Neural Networks
Predicting disasters from tweets
Project 3: Classification & Machine Learning
Increasing vaccination rates
Project 2: Linear Regression
King County housing prices
Project 1: Exploratory Data Analysis
Launching a movie studio
Blog posts
In addition to showcasing my technical skills through projects, I blogged about my experience as a data science student. I wrote about what it’s like to dive into data science with practically zero prior coding knowledge, and I highlight topics that I found particularly challenging or interesting. See my blog posts below.
Flatiron School blog posts
NLP: Stemming, Lemmatization, and Stop Words
What effect do stemming, lemmatizing, and removing stop words have on text data? If you’re getting into data science and…
Keep readingClassification metrics in plain English
A data science project can often be summarized a series of decisions. What do you do with missing data? What…
Keep readingHow much should this house cost?
Multiple linear regression modeling Below is an overview of my second project as a data science student in the Flatiron…
Keep readingJournalist, data scientist, or both?
When I decided to enroll in the Flatiron School and learn data science, I found myself in a bit of…
Keep reading
Zaid Shoorbajee 