The DataCamp Community
Learn How To Become A Data Scientist With Articles, Tutorials & Open Courses
Data Exploration With Kaggle Scripts
Open Course
In this course you will begin learning the art and science of data exploration. You'll also become familiar with some of the most widely used... Learn More
Kaggle & DataCamp
Course Creator
DataCamp is a young team of data analytics enthusiasts that provide affordable interactive data science and statistics education to the world.
The importance of preprocessing in data science and the machine learning pipeline III: scaling your data to combat noise
In two previous posts, I explored the role of preprocessing data in the machine learning pipeline. In particular, I checked... Read More
The importance of preprocessing in data science and the machine learning pipeline II: centering, scaling and logistic regression
In the first article in this series, I explored the role of preprocessing in machine learning (ML) classification tasks, with... Read More
Tutorials
The importance of preprocessing in data science and the machine learning pipeline III: scaling your data to combat noise
In two previous posts, I explored the role of preprocessing data in the machine learning pipeline. In particular, I checked... Read More
The importance of preprocessing in data science and the machine learning pipeline II: centering, scaling and logistic regression
In the first article in this series, I explored the role of preprocessing in machine learning (ML) classification tasks, with... Read More
The importance of preprocessing in data science and the machine learning pipeline I: centering, scaling and k-Nearest Neighbours
Data preprocessing is an umbrella term that covers an array of operations data scientists will use to get their data... Read More
The Data Science Industry: Who Does What (Infographic)
Nowadays, the data science field is hot, and it is unlikely that this will change in the near future. While... Read More
Open Courses
Big Data Analysis with Revolution R Enterprise
Open Course
Revolution R Enterprise allows R users to process, visualize, and model terabyte-class data sets at a fraction of the time of legacy products without requiring... Learn More
Revolution Analytics
Course Creator
Revolution Analytics was founded in 2007 to foster the R Community, as well as support the growing needs of commercial users.
Data Analysis and Statistical Inference
Open Course
This interactive DataCamp course complements the Coursera course Data Analysis and Statistical Inference by Mine Çetinkaya-Rundel. For every lesson given at Coursera, you can follow... Learn More
Mine Çetinkaya-Rundel
Course Creator
Mine Çetinkaya-Rundel is an Assistant Professor of the Practice at the Department of Statistical Science at Duke University, and has a contagious passion for education.
Intro to Computational Finance with R
Open Course
In this course, you'll make use of R to analyze financial data, estimate statistical models, and construct optimized portfolios. You will learn how to build... Learn More
Eric Zivot
Course Creator
Prof.
How to work with Quandl in R
Open Course
Quandl offers millions of free and open financial, economic, and social datasets. In this tutorial you will learn how to effortlessly pull any of Quandl's... Learn More
Quandl
Course Creator
Quandl offers free and unlimited access to 8 million time-series datasets from 400 sources spanning finance, economics, society, health, energy, demography & more.