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Data Science Tutorials

Advance your data career with our data science tutorials. We walk you through challenging data science functions and models step-by-step.
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Python

Python Dictionary Tutorial

In this Python tutorial, you'll learn how to create a dictionary, load data in it, filter, get and sort the values, and perform other dictionary operations.
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DataCamp Team

February 16, 2017

Python

Scipy Tutorial: Vectors and Arrays (Linear Algebra)

A SciPy tutorial in which you'll learn the basics of linear algebra that you need for machine learning in Python, with a focus how to with NumPy.
Karlijn Willems's photo

Karlijn Willems

February 8, 2017

R Programming

Web Scraping and Parsing Data in R | Exploring H-1b Data Pt. 1

Learn how to scrape data from the web, preprocess it and perform a basic exploratory data analysis with R
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Ted Kwartler

January 12, 2017

R Programming

15 Easy Solutions To Your Data Frame Problems In R

Discover how to create a data frame in R, change column and row names, access values, attach data frames, apply functions and much more.
Karlijn Willems's photo

Karlijn Willems

January 10, 2017

Python

Preprocessing in Data Science (Part 1): Centering, Scaling, and KNN

This article will explain the importance of preprocessing in the machine learning pipeline by examining how centering and scaling can improve model performance.
Hugo Bowne-Anderson's photo

Hugo Bowne-Anderson

April 26, 2016

Data Science

The Data Science Industry: Who Does What (Infographic)

This infograph compares the roles of data scientists, data analysts, data architects, data engineers and more in the data science industry.
Karlijn Willems's photo

Karlijn Willems

November 10, 2015

R Programming

Web Scraping with R and PhantomJS

Short tutorial on scraping Javascript generated data with R using PhantomJS.
Filip Schouwenaars's photo

Filip Schouwenaars

March 16, 2015

Data Science

Become a Data Scientist in 8 Steps: Infographic

This DataCamp infographic outlines how you can become a data scientist in 8 steps. This guide is for everyone interested in Data Science.
Karlijn Willems's photo

Karlijn Willems

November 10, 2014

R Programming

What is the Best Statistical Programming Language? Infograph

The infograph 'Statistical Language Wars' compares statistical programming language like SAS, R and SPSS to see how they stack up.
Karlijn Willems's photo

Karlijn Willems

June 3, 2014