Creating a Machine Learning Web API with Flask
In our previous post, we went over how to create a simple linear regression model with scikit-learn and how to use it to make predictions. But, that’s not very useful […]
Creating a Simple Linear Regression Machine Learning Model with scikit-learn
In this post, we’ll look at what linear regression is and how to create a simple linear regression machine learning model in scikit-learn. If you want to jump straight to the […]
Top Free Data Science Books
There are probably thousands upon thousands of tutorials, articles, videos, and blog posts on all things data science on the internet now. Yet I’m still a big fan of books. […]
Visualizing Sales Data in Python with Matplotlib
In our last post we interpreted a data set with pandas to gain some insights from it. In this post, we will do the same, but instead of interpreting the […]
Using Pandas to Analyze Sales Data
Now that we know how the data science process works, let’s leverage some of it and try to find insights into some data. We’ll be using pandas, a popular data […]
Data Science and the Data Science Process
Before we get into the fun part of working with data, let’s break down how data science involves more than just statistics, why it’s becoming more important, and the data […]
Data Science with R in Visual Studio
Like our previous post on Python, we will walk through all the really nice offerings Visual Studio gives us now when working with R and related tools. Since we looked […]
Data Science with Python in Visual Studio
Yep, you read that right. Visual Studio isn’t the first thing you think of when you hear “data science”, but that may just change soon. In Visual Studio 2017 they have […]
Running Spectron Tests in Visual Studio Team Services Build
Having end-to-end tests and running them locally can definitely be beneficial, but one of the main reasons to have them is to run them automatically during a nightly build. Getting […]