AI Learning & eBooks
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MinMax vs Standard vs Robust Scaler: Which One Wins for Skewed Data?
In this article, you will learn how MinMaxScaler, StandardScaler, and RobustScaler transform skewed, outlier-heavy data, and how to pick the…
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The Model Selection Showdown: 6 Considerations for Choosing the Best Model
In this article, you will learn a practical, end-to-end process for selecting a machine learning model that truly fits your…
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7 Python Decorator Tricks to Write Cleaner Code
7 Python Decorator Tricks to Write Cleaner Code Image by Editor Introduction Usually shrouded in mystery at first glance, Python…
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Why and When to Use Sentence Embeddings Over Word Embeddings
Why and When to Use Sentence Embeddings Over Word Embeddings Image by Editor | ChatGPT Introduction Choosing the right text…
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5 AI Agent Projects for Beginners
5 AI Agent Projects for Beginners Image by Editor | ChatGPT Introduction Agentic AI is a hot topic right now.…
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Beyond Vector Search: 5 Next-Gen RAG Retrieval Strategies
Beyond Vector Search: 5 Next-Gen RAG Retrieval Strategies Image by Editor | ChatGPT Introduction Retrieval augmented generation (RAG) is now…
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Bagging vs Boosting vs Stacking: Which Ensemble Method Wins in 2025?
In this article, you will learn how bagging, boosting, and stacking work, when to use each, and how to apply…
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10 Machine Learning Newsletters to Stay Informed
10 Machine Learning Newsletters to Stay Informed Image by Editor | ChatGPT Let’s face it: keeping up with new research,…
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A Hands-On Introduction to cuML for GPU-Accelerated Machine Learning Workflows
In this article, you will learn what cuML is, and how it can significantly speed up the training of machine…
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A Hands-On Introduction to cuDF for GPU-Accelerated Data Workflows
In this article, you will learn what cuDF is and how to use it in a pandas-like way to accelerate…