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Peter Grant Peter Grant
Updated on August 15, 2022

How to Find Outliers With IQR Using Python

Do you need to ditch your outliers? Here’s how to find (and remove) outliers in your data set with IQR.

Peter Grant Peter Grant
Updated on August 15, 2022

A Primer on Model Fitting

To do any data science of value we need models that accurately represent our data set. Here’s how to evaluate a model’s fit to your training data.

Peter Grant Peter Grant
Updated on August 15, 2022

Need to Automate Your Data Analysis? Here’s How.

In this step-by-step tutorial, I’ll show you how to automate your data analysis using a real-world problem.

Peter Grant Peter Grant
Updated on August 15, 2022

Generate Regressions in Python — Automatically!

Python scripts can automatically create and check the quality of regressions on your data sets. So what are you waiting for?

Peter Grant Peter Grant
Updated on August 15, 2022

How to Check Your Data Analysis for Errors

When we’re working with large amounts of data, errors are inevitable. Here’s how to check your data for errors manually using Python.

Peter Grant Peter Grant
Updated on August 15, 2022

Don’t DIY. Use Python Scripts to Check Data Quality for You.

Here’s how to write Python scripts to check your data for errors (minus the tedium of doing it yourself).

Peter Evans Peter Evans
Updated on August 15, 2022

I Graduated Into the Dot Com Bust as a Programmer and Made It. You Will Too.

To all the young programmers worrying about the uncertain job market, I promise things will get better.

Paul Barba Paul Barba
Updated on August 15, 2022

What Can We Learn From 4 Superhuman, Game-Playing AIs?

Games and gaming offer a useful analogy for real life. By closely examining the way AI plays games, we can learn some valuable lessons.

Paul Rowe Paul Rowe
Updated on August 12, 2022

How to Speed Up Your Code Reviews

Code review is important, but it can be time- and labor-intensive. Fortunately, a few simple steps can streamline the process nicely.