Jacob Mazurkiewicz – Medium

Jacob Mazurkiewicz

Jacob Mazurkiewicz

A Crash Course to Distributional Reinforcement Learning

In statistics, a distribution conveys information about a random variable. Simple equations and complex models can estimate a population’s…

May 28

A Crash Course to Distributional Reinforcement Learning

May 28

Jacob Mazurkiewicz

Deep Q-Learning AI to Master Atari Games

Deep Q-learning (DQN) is a type of Reinforcement Learning that uses estimates for the best action to take in a given state to train an…

May 15

Deep Q-Learning AI to Master Atari Games

May 15

Jacob Mazurkiewicz

How I Trained AI to beat a Computer Game

Mastering games has long served as a crucial benchmark for advancing artificial intelligence.

May 6

How I Trained AI to beat a Computer Game

May 6

Jacob Mazurkiewicz

How I Re-Created Duolingo’s Famous Notification Algorithm

Table of Contents

Apr 26

How I Re-Created Duolingo’s Famous Notification Algorithm

Apr 26

Jacob Mazurkiewicz

Building a ML App That Makes Food Education Exciting

Note: Inspiration for this project derived from this food recognition project. Full code for this project can be found at my GitHub…

Apr 21

Building a ML App That Makes Food Education Exciting

Apr 21

Jacob Mazurkiewicz

Harnessing Entity Resolution to Unveil Doctor’s Funding Secrets

In the labyrinthine of U.S. healthcare, transparency remains an elusive ideal. With millions of dollars flowing between doctors, government…

Apr 16

Harnessing Entity Resolution to Unveil Doctor’s Funding Secrets

Apr 16

Jacob Mazurkiewicz

Duquesne University can be Improved. Here’s how.

Duquesne University can be improved. Now don’t get me wrong, I love my school, but from a glaring lack of certain degrees to their spending…

Mar 23

Duquesne University can be Improved. Here’s how.

Mar 23

Jacob Mazurkiewicz

How Duolingo Used K-Means Clustering to Catch Cheaters

One of the largest challenges facing professional licensure exams, and academic institutions, is item harvesting. This is a cheating method…

Mar 20

How Duolingo Used K-Means Clustering to Catch Cheaters

Mar 20

Jacob Mazurkiewicz

AI for Dummies

If you’ve been anywhere in the last two years, you’ve probably heard about “AI” or “Artificial Intelligence” more frequently than popular…

Feb 25

AI for Dummies

Feb 25

Jacob Mazurkiewicz

Jacob Mazurkiewicz

Data Science Student at Duquesne University. Data Science Intern, Undergraduate Computer Vision Researcher, and AI Ethics Fellow

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