Tag: python
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A Review of Snowflake Snowpark
After spending several months using Snowflake Snowpark, I’m really impressed with how it enhances the data engineering and data science experience within the Snowflake ecosystem. Essentially, Snowpark allows you to write and execute code directly inside Snowflake using languages like Python, Scala, and Java. This eliminates the need for external processing engines, which reduces complexity…
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Getting Started with PyTorch
So you want to get into machine learning and everyone keeps talking about PyTorch? Good choice! PyTorch is basically the cool kid on the ML block right now, and for good reason – it’s way more approachable than you might think. Pytorch doesn’t force you to think like a computer. You can build and tweak…
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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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Wrangling Data with Databricks Delta Live Tables
The Medallion process with Databricks Delta Live Tables.
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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.