# 25 Timeless Data Science Articles

25 Timeless Data Science Articles

This is our third post of a new series featuring articles published long ago. We manually selected articles that were most popular or overlooked, time-insensitive (for instance we eliminated articles about data science products because software packages and platforms have evolved so much over the last few years) and we only kept articles that still make sense and are useful today. Our previous edition can be found here.

18 Timeless Data Science Articles

Machine Learning in Parallel: Three Algorithms +

Marrying computer science, statistics and domain expertize

ETL, ELT and Data Hub: Where Hadoop is the right fit ?

How Many “V’s” in Big Data? The Characteristics that Define Big Data

Lambda Architecture for Big Data Systems

Issues with Predicting Churn

Data Science Dictionary

Percolator, Dremel and Pregel: Alternatives to Hadoop

Data Scientist versus Data Architect

Logistic Regression – Hosmer Lemeshow test

Sometimes outliers are real data

Decision tree vs Logistic Regression

Hourly rates for statistical consultants (2006)

10 Features all Dashboards Should Have

How to better compete with other data scientists

The Data Science Venn Diagram Revisited

16 analytic disciplines compared to data science

(R + Python)

Interesting Data Science Application: Steganography

A Data Scientist’s Guide to Making Money from Start-Ups

Huge Trello List of Great Data Science Resources

Top Languages for analytics, data mining, data science

Correlation vs. causation

The Data Science Equation

Data science versus statistics, to solve problems: case study

Source: article marked with a +

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Link: 25 Timeless Data Science Articles