Tag: machine learning
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The Complete Beginner’s Guide to Understanding Neural Networks
Ever wondered how your phone recognizes your face, or how Netflix knows exactly what show you’ll binge next? The answer is probably neural networks – the brain-inspired technology that’s quietly running a huge chunk of the AI we interact with every day. Don’t worry if the term “neural network” sounds intimidating. By the end of…
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Random Forest: The Swiss Army Knife of Machine Learning
So you’ve heard about Random Forest and you’re wondering what all the fuss is about? Well, buckle up because we’re about to dive into one of the most reliable and versatile algorithms in the machine learning toolbox. What’s This Random Forest Thing Anyway? Think of Random Forest as that friend who always gives solid advice…
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Multiple Regression with Scikit-learn: When One Variable Isn’t Enough
So you’ve mastered simple linear regression and you’re feeling pretty good about yourself. You can predict house prices based on square footage, estimate salaries from years of experience, and impress your friends at parties with your newfound ML skills. But then reality hits: the real world is messy, and one variable rarely tells the whole…
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Getting Started with TabPy: Bringing Python Magic to Your Tableau Dashboards
Start using Tableau’s free python server.
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Free Data Science Software
In the data science world, some of the best stuff is free. I’ve already posted about free books and some of the better videos on YouTube, so now let’s put together a list of software tools. Some of these are limited versions of commercial software. Others, like R, are Open Source packages that have become…
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Educational Videos on Data Science
Here’s a list of some of the better videos I’ve stumbled across over the past couple of years. They range from forward-looking glimpses into the future, to software tutorials. I’d love to grow this list, so if you have a favorite video you don’t see listed here please add it in the comments section below.Note:…