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EDA

Data Exploration & Sampling

Exploratory Data Analysis (EDA): The First Step in Every Data Science Project

Before diving into complex models and algorithms, there’s one crucial step that every data scientist must take: Exploratory Data Analysis (EDA). Skipping this step is like setting sail without a map – you might get lucky, but you’re more likely to run into trouble. EDA helps you understand your data, Read more…

By Themistocles Papavramidis, 3 monthsFebruary 12, 2025 ago
Data Exploration & Sampling

The Power of Visualization: Turning Data into Insight

Data is everywhere, but raw numbers alone rarely tell a compelling story. The true power of data comes when it is visualized effectively, revealing patterns, trends, and insights that might otherwise go unnoticed. In this post, we’ll explore why data visualization is essential, common visualization pitfalls, and best practices to Read more…

By Themistocles Papavramidis, 3 monthsFebruary 2, 2025 ago
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