Machine Learning Articles

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Cassie Kozyrkov Cassie Kozyrkov
Updated on June 07, 2023

What Does It Mean to ‘Work With AI’?

As artificial intelligence has become useful for solving everyday problems, it has left the exclusive realm of research and become an applied technology. So, who gets to claim it?

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Ellen Glover Ellen Glover
Updated on June 05, 2023

What Is Image Recognition?

Image recognition gives machines the power to “see” and understand visual data.

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Sean Benhur Sean Benhur
Updated on May 31, 2023

Guide to Meta Learning

Meta learning helps models learn new, unseen tasks on their own.

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Will Koehrsen Will Koehrsen
Updated on May 30, 2023

How to Mind Goodhart’s Law and Avoid Unintended Consequences

One of the first steps to solving a problem — data science or otherwise — is determining the right metrics to gauge success. Choose wisely.

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Manasi Vartak Manasi Vartak
Updated on May 18, 2023

Responsible AI Explained

Responsible AI is a framework for developing AI safely and ethically based on the five core principles of fairness, transparency, accountability, privacy and safety. Here’s what you need to know. 

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Badreesh Shetty Badreesh Shetty
Updated on May 16, 2023

An In-Depth Guide to How Recommender Systems Work

You might also like to know how programs know what you want before you do.

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Sadrach Pierre Sadrach Pierre
Updated on May 15, 2023

Streamlit Tutorial: A Beginner’s Guide to Building Machine Learning-Based Web Applications in Python

Analytics dashboards are a great way for data scientists to communicate insights to companies, but they can often be expensive and time-consuming to build. Streamlit is an easy-to-use library for Python that simplifies the process.

Cristiano Breuel Cristiano Breuel
Updated on May 15, 2023

MLOps: Machine Learning as an Engineering Discipline

As machine learning matures from research to applied business solution, we need to improve ML’s operation processes.

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Stephen Gossett Stephen Gossett
Updated on May 15, 2023

How Machine Learning Organizes the Library of Congress Digital Collections

The secret to managing millions of digital collections in the Library of Congress? Machine learning.

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Erdem İŞBİLEN Erdem İŞBİLEN
Updated on May 15, 2023

What Is Caffe?

Caffe is an open-source deep learning framework that supports a variety of deep learning architectures.

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