Monday, November 17, 2025
nfl

Analyzing NFL Concussion data for Kaggle Data Science Competition

1
Recently, I entered the NFL Concussion on punt returns contest for data scientists. It wasn't the normal machine learning problem. In fact, it is...
google cloud platform

How to convert Google Colabs from Python 2 to Python 3

0
I don't know why Google Colabs defaults to Python 2, regardless, it's extremely easy to change your notebook to Python 3. It's so easy...
machine learning

How to make the first row in your spreadsheet or dataframe the header in...

0
If you have imported a CSV file into your notebook and use Pandas to view the dataframe you might find that the header of...
sklearn label encoder

Feature Engineering: LabelEncoder sklearn example

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A big part of machine learning is data cleanup and feature engineering. A good tool in your data science toolkit will be label encoding....
headache

How to fail and still succeed – a little data science fun

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This past week has been brutal on my sinuses. And being that I'm the type who has to find some science in nearly everything....
machine learning

Machine Learning Algorithms for beginners

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Below are some basics on machine learning algorithms. This is for beginners who are trying to get a better understanding about machine learning and...
python variables

What is an epoch in machine learning?

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An epoch is one pass through an entire dataset. This can be in random order. You an also batch your epoch so that you...
nfl

Machine Learning NFL: My rule changes for punts

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The NFL has created a competition in an attempt to reduce concussions on punt plays. Read more about the competition in my previous post....

What is Conditional Probability and formula?

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Conditional probability is used to find out the probability of some event happening given that some other event has happened. Easy right? Therefore, conditional probability...

How to import data into Python to run Machine Learning projects

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One of the most important aspects of running any machine learning program is the ability to pull in data from various sources and of...
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