Machine Learning Articles

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Rahul Agarwal Rahul Agarwal
Updated on August 22, 2022

How Can Data Scientists Use Parallel Processing?

Get the most out of your machine with these techniques.

Przemek Chojecki Przemek Chojecki
Updated on August 17, 2022

Why GPT-3 Heralds a Democratic Revolution in Tech

Although the GPT-3 machine learning model isn’t revolutionary from an algorithmic perspective, it will still usher in a new era of human-machine interactions.

Przemek Chojecki Przemek Chojecki
Updated on August 17, 2022

How to Develop a Clear Data Science Strategy for Your Business

Acquiring data is easy nowadays. To make it useful, though, you need to develop a coherent plan for data usage.

Peter Grant Peter Grant
Updated on August 15, 2022

How to Find Residuals in Regression Analysis

Do you need to improve your regression model’s performance? Use this sample Python code to help you find residuals in your own projects.

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

An Introduction to Bias-Variance Tradeoff

Bias and variance are key concepts in data science and model development. Here’s what they mean and some tips on how to improve your model.

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 Barba Paul Barba
Updated on August 15, 2022

6 Ways to Combat Bias in Machine Learning

Data often reflects the biases that pervade the larger world. To make machine learning processes more equitable, we need to employ a variety of methods to eliminate bias.

Parul Pandey Parul Pandey
Updated on August 12, 2022

Beware of the Dummy Variable Trap in Pandas

Here are a few important caveats to keep in mind when you’re encoding data with pandas.get_dummies().

Parul Pandey Parul Pandey
Updated on August 12, 2022

10 Python Image Manipulation Tools You Can Try Today

Here’s an overview of some commonly used Python libraries that provide an easy and intuitive way to transform images.