A friendly tutorial on getting zip codes and other geographic data from street addresses. Knowing how to deal with geographic data is a must-have for a data scientist. In this post, we will play around with the MapQuest Search API to get zip codes from street addresses along with their corresponding latitude and longitude to … Continue reading Using MapQuest API to Get Geo Data
A hands-on introduction to Microsoft Analytics Tool As a data scientist, you’ll need to learn to be comfortable with analytics tools sooner or later. In today’s post, we will dive headfirst and learn the very basics of Power BI. Be sure to click on the images to better see some details. The Data The dataset … Continue reading Get Your Feet Wet in Power B I
A visual step-by-step guide to forecasting using Power BI. In this post, we’ll go through the process of creating forecasting in Power BI. Get the Data You can download the dataset that I used here. It contains daily female births in California in 1959¹. For a list of other time-series datasets, check out Jason Brownlee’s article … Continue reading Forecasting in Power BI
Every once in a while, I would come across an article that decries online data science courses and boot camps as pathways towards getting a data science job. Most of the articles aim not to discourage but serve as a reminder to take a hard look in the mirror first and realize what we’re up … Continue reading Democratize Data Science
For adventurous beginners in NLP. For this project, we’ll be using PyCaret: PyCaret is an open source, low-code machine learning library in Python that allows you to go from preparing your data to deploying your model within seconds in your choice of notebook environment.¹ PyCaret PyCaret does a lot more than NLP. It also does a … Continue reading Exploring the Trump Twitter Archive with PyCaret
Opinionated advice for the rest of us. Love of math, optional. Since my article about my journey to data science, I’ve had a lot of people ask me for advice regarding their own journey towards becoming a data scientist. A common theme started to emerge: aspiring data scientists are confused about how to start, and … Continue reading The Slacker’s Guide to Rebranding Yourself as a Data Scientist
A visual step-by-step guide to replacing the default terminal application with iTerm2. Over the weekend, I’ve decided to restore my Macbook Pro to factory settings so I can have a clean start at setting up a programming environment. In this post, we’ll work through setting up oh-my-zsh and iTerm2 on the Mac. This is what … Continue reading Terminal Makeover with Oh-my-zsh and iTerm.