Machine Learning Articles

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Eric Kleppen Eric Kleppen
Updated on July 19, 2022

How to Practice Word2Vec for NLP Using Python

In this tutorial, I’ll show you how to vectorize text using Gensim and Plotly.

Charna Parkey Charna Parkey
Updated on July 12, 2022

Machine Learning Platforms: Should You Buy Commercial or Build In-House?

Consider the best option in terms of time, money and change management.

Ben Lamm Ben Lamm
Updated on July 12, 2022

A Proposal to Democratize AI

To ensure AI fulfills its potential, we must democratize the technology to avoid allowing it to be yet another driver of inequality. Here’s how we start.

Artem Oppermann Artem Oppermann
Updated on July 11, 2022

A Step-by-Step Explanation of Stochastic Policy Gradient Algorithms

In the final installment of this series, we’ll walk through stochastic policy gradients and AI agents in continuous action spaces.

Artem Oppermann Artem Oppermann
Updated on July 11, 2022

An Introduction to Double Deep Q-Learning

In this step-by-step explanation of double deep Q-learning, I’ll show you how you can practice on your own.

Artem Oppermann Artem Oppermann
Updated on July 11, 2022

A Deep Dive Into Deep Q-Learning

In part two of this series on self-learning AI, I’ll show you how AI agents learn to behave in environments with discrete action spaces.

Anupam Chugh Anupam Chugh
Updated on July 11, 2022

Is Kaggle Worth It for Data Scientists?

Kaggle can be a great way for newcomers to build data science skills. At a certain point, though, its artificial nature and emphasis on competition become harmful.

Kerry Halladay Kerry Halladay
Updated on February 15, 2022

For Users, Better AI Means More Personalization

Prepare for a world where the bots just get you.

Stephen Gossett Stephen Gossett
Updated on November 01, 2021

18 Must-Subscribe Data Science Podcasts

The best listens for data science, data visualization, machine learning and artificial intelligence.

Stephen Gossett Stephen Gossett
Updated on August 19, 2021

10 Networking Communities for Underrepresented Data Scientists

Disparities persist, but a growing number of networks are helping bridge the gaps.