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ML Feature Management: A Practical Evolution Guide

ML Feature Management: A Practical Evolution Guide

by Dr. Owns | Feb 4, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

In the world of machine learning, we obsess over model architectures, training pipelines, and hyper-parameter tuning, yet often overlook a fundamental aspect: how our features live and breathe throughout their lifecycle. From in-memory calculations that vanish after...
Towards Data Science is Launching as an Independent Publication

Towards Data Science is Launching as an Independent Publication

by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Since founding Towards Data Science in 2016, we’ve built the largest publication on Medium with a dedicated community of readers and contributors focused on data science, machine learning, and AI. Medium built a fantastic platform, and we wouldn’t have been able to...
DIY AI: How to Build a Linear Regression Model from Scratch

DIY AI: How to Build a Linear Regression Model from Scratch

by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How to implement a linear regression model in Python without using machine learning librariesContinue reading on Towards Data Science » ​How to implement a linear regression model in Python without using machine learning librariesContinue reading on Towards Data...
Support Vector Machines: A Progression of Algorithms

Support Vector Machines: A Progression of Algorithms

by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

MMC, SVC, SVM: What’s the difference?The Support Vector Machine (SVM) is a popular learning algorithm used for many classification problems. They are known to be useful out-of-the-box (not much manual configuration required), and they are valuable for applications...
Are Public Agencies Letting Open-Source Software Down?

Are Public Agencies Letting Open-Source Software Down?

by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Open-source software is everywhere — powering the tools we rely on daily. Yet, when it comes to supporting and sustaining these projects, public agencies and institutions often fall short. In this article, I explore why this happens and what we can do to...
How to Get A Job in Data Science/Machine Learning With No Previous Experience

How to Get A Job in Data Science/Machine Learning With No Previous Experience

by Dr. Owns | Feb 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Take charge of your job searchContinue reading on Towards Data Science » ​Take charge of your job searchContinue reading on Towards Data Science »  job-search, job-hunting, machine-learning, tech, data-science Towards Data Science – MediumRead...
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