Machine Learning

Are you new to Machine Learning? You’re not alone. Here you will find a set of useful articles, videos and blog posts. I will try to gently introduce you to the basic concepts and techniques of Machine Learning.

The One Algorithm Every Data Scientist Learns First (And Why)

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Ever wondered what’s the first thing every aspiring data scientist dives into? It’s not some mind-boggling, futuristic AI model. The truth is, the journey begins with something fundamental, something elegant in its simplicity, and something that forms the bedrock of so much that follows. I’m talking about Linear Regression. What Exactly Is Linear Regression? Think […]

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Data Science, Machine Learning

Process CSV Files in Python Like a Pro: 3 Proven Techniques

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Python offers several powerful ways to work with CSV (Comma-Separated Values) files, making data handling efficient and streamlined. In this blogpost, I’ll share 3 simple yet proven techniques to process CSV files in Python: First things first, let’s define our target: the CSV file What is a CSV File? A CSV (Comma-Separated Values) file is

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Data Science, Machine Learning, Programming, Python, , , , , , ,

How Deep Learning is Changing the Way We Find Things We Love

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How Deep Learning is Changing the Way We Find Things We Love A gentle introduction to modern movie recommenders Deep learning is revolutionizing the way we interact with the world around us. It is being used to power everything from self-driving cars to facial recognition system. And now, it is also changing the way we

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Artificial Intelligence, Machine Learning

How Machine Learning is Transforming the Fashion Industry

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When we think of fashion, we often picture runway shows, trendy outfits, and creative designers. But behind the scenes, technology—especially machine learning (ML)—is playing a huge role in shaping the industry. From personalized shopping experiences to sustainable production, ML is making fashion smarter, faster, and more customer-friendly. As someone who specializes in data modeling and analysis for

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Artificial Intelligence, Freelancing, Machine Learning,

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

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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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Machine Learning, Uncategorized

Orange: The No-Code Tool for Machine Learning

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If you’ve ever wanted to dive into machine learning but felt intimidated by lines of code, Orange is here to save the day. This powerful, open-source, no-code tool makes data analysis and machine learning accessible to everyone—whether you’re a beginner, a business analyst, or just someone who prefers a visual approach to data. What is

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Machine Learning
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