What is Data Science? A Beginner’s Guide
Check out this data science concept sampler, and learn about the trade, its tricks, and how to approach it.
General
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Why Normalization Matters in Data Science
Explore the importance of normalization in data science, how it contrasts with standardization, and its critical role in machine learning models. This article includes Python examples for practical understanding.
Is Feature Engineering a Dying Art?
Manual feature engineering remains an integral skill. A hybrid approach combining automation with human fine-tuning offers the ideal path forward.
Data Preparation with Python: Dealing with Outliers
Learn about detecting and dealing with outliers using Python. Learn more with our latest free ebook on data cleaning and preparation.
Data Cleaning and Preprocessing for Data Science Beginners [eBook]
Explore data cleaning & preprocessing with this free ebook from Data Science Horizons. Learn workflow, use Python libraries, and apply techniques via a case study.
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