Godswill is an Enthusiastic Backend Engineer focused on blockchain and web development.
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Jan 15, 2021 · 5 min read · So, you've finally wrapped your head around the basics of data gathering, preprocessing, model building, and evaluation. Then you notice your model is overfitting.😐 So, What's going on? 🤔 Overfitting occurs when your model captures noise in your t...
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Dec 10, 2020 · 3 min read · In Machine learning, it’s important to understand prediction errors. Previously, we looked at the bias-variance tradeoff, now we'd be looking at "Irreducible Error". - Photo by Pixabay from Pexels What is Irreducible Error? 🤷♂️ Take an instance, w...
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Nov 4, 2020 · 2 min read · Bias? Variance? A Trade-Off? What's all that? 🤷♂️️ - Image by Alex Marchenko Alright, Before we jump into answering your questions, let's get something out of the way. "Generalization Error" According to Wikipedia: In supervised learning applicat...
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Oct 10, 2020 · 5 min read · - Image by Tim Gouw In 2012, Harvard Business Review dubbed Data Scientist the sexiest job of the 21st Century. Is Data Science really the sexiest job of the 21st century? 🤷 Sure, you can say it is. But no one ever said Sexy = Easy. To cut the l...
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Aug 14, 2020 · 4 min read · It's surprising how this took longer than expected. My apologies. 🙏🏻 Now, let's get to the fun part. In this part of "Folium - The answer to Geospatial Visualization" we would be utilizing folium's ability to create markers on the map based on the...
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