Machine Learning Articles

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Eric Kleppen Eric Kleppen
Updated on April 23, 2025

How to Practice Word2Vec for NLP Using Python

Word2vec is a natural language processing (NLP) technique used to represent words as vectors, where vectors close together in the vector space indicate they have similar contexts. Here's how to vectorize text using word2vec, Gensim and Plotly.

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Peter Grant Peter Grant
Updated on April 17, 2025

Model Validation and Testing: A Step-by-Step Guide

Model validation is a phase in the machine learning process where a trained model’s performance is evaluated using data that is different from the training data, known as a validation data set.

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Tooraj Helmi Tooraj Helmi
Updated on April 16, 2025

How Agentic Blockchains Offers A New Path to Autonomy in Decentralized Tech

Agentic blockchain involves combining AI capabilities with blockchain to create a more coordinated and flexible program. Here’s what to know. 

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Raj Toleti Raj Toleti
Updated on April 15, 2025

Why AI Must Solve Its ‘Last-Mile Integration’ Problem

AI tools often fall short of making a meaningful impact because they don’t integrate with existing workflows. This is AI’s last-mile integration problem. Here’s why it needs to be solved. 

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Andika Pratama Andika Pratama
Updated on April 11, 2025

How to Create an Index-Based Search Engine in Python

An index-based search engine in Python is a search engine created in Python that uses an index to quickly retrieve information based on a search query. Learn how to develop your own index-based search engine using Python.

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Ellen Glover Ellen Glover
Updated on April 10, 2025

14 Artificial General Intelligence Companies to Know

These companies are working toward artificial general intelligence: machines that solve problems in the same ways humans do.

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How to Productionize Machine Learning Models
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Jenny Lyons-Cunha Jenny Lyons-Cunha
Updated on April 10, 2025

The Learning Curve: How Relay Delivery Developed the Platform for an ML-Powered Restaurant Courier Service

Creating a system from the ground up isn’t easy. VP of Data Science Constantine Vitt sat down with Built In to discuss building the data platform that powers machine learning and enables scalable growth at Relay Delivery.

A Relay Delivery courier bikes through the city.
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Ben Goertzel Ben Goertzel
Updated on April 09, 2025

AI Has a Creativity Problem. Here’s What to Do About It.

Modern AI has amplified creative inequality, making it easier to create derivative works and giving less help toward creating innovative solutions. Here’s what you need to know. 

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Stephen Gossett Stephen Gossett
Updated on April 09, 2025

Building a Machine Learning Pipeline? Here’s What You Need to Know.

Automate and replicate without bursting your architecture.

Building a Machine Learning Pipeline? Here’s What You Need to Know.