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The #1 Mistake Beginners Make with Linear Regression (And How to Avoid It)

Linear regression is a powerful tool, but assuming linearity can lead to wildly inaccurate results. This blog post reveals the most common pitfall for beginners and provides a simple, effective solution. We’ll show you why visualizing your data is crucial, what a non-linear relationship looks like, and what to do instead. Includes easy-to-understand explanations and practical Python code examples to help you build better, more reliable models.

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Top 10 Python Libraries You Must Know In 2021

Ready to level up your Python skills? 🚀 If you’re into data science, machine learning, or just love coding, you know that Python is the go-to language. But here’s a secret: the real power of Python isn’t just the language itself—it’s the massive ecosystem of libraries that do the heavy lifting for you. Imagine having

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ITU Python with AI/ML Course Review: An Honest Take from a Data Science Learner

Salam to all! As a As a data science learner and self-taught programmer, I’ve always prioritized building a strong foundation in programming fundamentals. This constant drive for deeper knowledge led me to enroll in the “Python Associate Programmer with AI/ML” course at ITU. As the only woman in the class, it was a unique and

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