#### Exploratory Data Analysis in R

Learn how to use graphical and numerical techniques to begin uncovering the structure of your data.

422 results

Learn how to use graphical and numerical techniques to begin uncovering the structure of your data.

4 hours
Probability & Statistics
Andrew Bray
Course

In this course, you'll learn the basics of relational databases and how to interact with them.

4 hours
Data Manipulation
Jason Myers
Course

Consolidate and extend your knowledge of Python data types such as lists, dictionaries, and tuples, leveraging them to solve Data Science problems.

4 hours
Programming
Jason Myers
Course

Learn complex data visualization techniques using Matplotlib and seaborn.

4 hours
Data Visualization
Team Anaconda
Course

Learn how to explore what's available in a database: the tables, relationships between them, and data stored in them.

4 hours
Data Manipulation
Christina Maimone
Course

In this course, you'll learn how to use tree-based models and ensembles for regression and classification using scikit-learn.

5 hours
Machine Learning
Elie Kawerk
Course

Learn about the world of data engineering with an overview of all its relevant topics and tools!

4 hours
Data Engineering
Vincent Vankrunkelsven
Course

Learn fundamental natural language processing techniques using Python and how to apply them to extract insights from real-world text data.

4 hours
Machine Learning
Katharine Jarmul
Course

Use Seaborn's sophisticated visualization tools to make beautiful, informative visualizations with ease.

4 hours
Data Visualization
Chris Moffitt
Course

In this course you will learn the basics of machine learning for classification.

4 hours
Machine Learning
Brett Lantz
Course

Learn about data science and how can you use it to strengthen your organization.

4 hours
Management
Michael Chow
Course

Learn to combine data across multiple tables to answer more complex questions with dplyr.

4 hours
Data Manipulation
Chris Cardillo
Course

In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library.

4 hours
Machine Learning
Shaumik Daityari
Course

Learn how to work with dates and times in Python.

4 hours
Programming
Max Shron
Course

An introduction to data visualization with no coding involved.

4 hours
Data Visualization
Richie Cotton
Course

Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police behavior using pandas.

4 hours
Data Manipulation
Kevin Markham
Course

Learn to acquire data from common file formats and systems such as CSV files, spreadsheets, JSON, SQL databases, and APIs.

4 hours
Importing & Cleaning Data
Amany Mahfouz
Course

Learn to process, transform, and manipulate images at your will.

4 hours
Machine Learning
Rebeca González
Course

Learn to design databases in SQL.

4 hours
Data Engineering
Lis Sulmont
Course

Parse data in any format. Whether it's flat files, statistical software, databases, or data right from the web.

3 hours
Importing & Cleaning Data
Filip Schouwenaars
Course

You will learn how to tidy, rearrange, and restructure your data using versatile pandas DataFrames.

4 hours
Data Manipulation
Team Anaconda
Course

Take your Tableau skills up a notch with advanced analytics and visualizations.

4 hours
Data Visualization
Hadrien Lacroix
Course

R Markdown is an easy-to-use formatting language for authoring dynamic reports from R code.

4 hours
Reporting
Amy Peterson
Course

In this course you'll learn to add multiple variables to linear models and to use logistic regression for classification.

4 hours
Probability & Statistics
Ben Baumer
Course

In this course you'll learn the basics of working with time series data.

4 hours
Data Manipulation
Stefan Jansen
Course

A non-coding introduction to the world of cloud computing.

2 hours
Management
Hadrien Lacroix
Course

Learn how to create queries for analytics and data engineering with window functions, the SQL secret weapon!

4 hours
Data Manipulation
Fernando Gonzalez Prada
Course

This course introduces Python for financial analysis.

4 hours
Applied Finance
Adina Howe
Course

Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.

4 hours
Machine Learning
Alan Nichol
Course

In this course you will learn the details of linear classifiers like logistic regression and SVM.

4 hours
Machine Learning
Mike Gelbart
Course

Learn to start developing deep learning models with Keras.

4 hours
Machine Learning
Miguel Esteban
Course

In this course, you will use T-SQL, the flavor of SQL used in Microsoft's SQL Server for data analysis.

4 hours
Programming
Ginger Grant
Course

This course provides a comprehensive introduction to working with base graphics in R.

4 hours
Data Visualization
Ronald Pearson
Course

Learn how to to implement and schedule data engineering workflows.

4 hours
Data Engineering
Mike Metzger
Course

Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.

4 hours
Machine Learning
Isaiah Hull
Course

Explore the world of Pivot Tables within Google Sheets, and learn how to quickly organize thousands of data points with just a few clicks of the mouse.

4 hours
Data Manipulation
Frank Sumanski
Course

Learn to write faster R code, discover benchmarking and profiling, and unlock the secrets of parallel programming.

4 hours
Programming
Colin Gillespie
Course

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis in R.

4 hours
Probability & Statistics
Richie Cotton
Course

Learn the core techniques necessary to extract meaningful insights from time series data.

4 hours
Probability & Statistics
David S. Matteson
Course

In this course you'll learn the basics of analyzing time series data.

4 hours
Probability & Statistics
Rob Reider
Course

Learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.

4 hours
Machine Learning
Sergey Fogelson
Course

Use data manipulation and visualization skills to explore the historical voting of the United Nations General Assembly.

4 hours
Case Studies
David Robinson
Course

Take your R skills up a notch by learning to write efficient, reusable functions.

4 hours
Programming
Richie Cotton
Course

This course will equip you with the skills to analyze, visualize, and make sense of networks using the NetworkX library.

4 hours
Probability & Statistics
Eric Ma
Course

Learn the essentials of parsing, manipulating and computing with dates and times in R.

4 hours
Programming
Charlotte Wickham
Course

In this course, you'll learn about the concepts of random variables, distributions, and conditioning.

4 hours
Probability & Statistics
David Robinson
Course

Learn essential data structures such as lists and data frames and apply that knowledge directly to financial examples.

4 hours
Applied Finance
Lore Dirick
Course

Learn how to build a model to automatically classify items in a school budget.

4 hours
Case Studies
Peter Bull
Course

Learn the most important PostgreSQL functions for manipulating, processing, and transforming data.

4 hours
Data Manipulation
Brian Piccolo
Course

Learn about string manipulation and become a master at using regular expressions.

4 hours
Data Manipulation
Maria Eugenia Inzaugarat
Course

Flex your pandas muscles on breath alcohol test data from Ames, Iowa, USA.

45 minutes
Data Manipulation, Data Visualization...
Samantha Tyner
Project
guided

Build a machine learning classifier that knows whether President Trump or Prime Minister Trudeau is tweeting!

60 minutes
Data Manipulation, Data Visualization...
Katharine Jarmul
Project
guided

How can we find a good strategy for reducing traffic-related deaths?

60 minutes
Data Manipulation, Data Visualization...
Joel Östblom
Project
guided

How can we find a good strategy for reducing traffic-related deaths?

60 minutes
Data Manipulation, Data Visualization...
Joel Östblom
Project
guided

Get ready for Halloween by digging into a FiveThirtyEight dataset with all your favorite candy!

60 minutes
Data Visualization, Probability & Statistics...
Nick Solomon
Project
guided

Rock or rap? Apply machine learning methods in Python to classify songs into genres.

60 minutes
Data Manipulation, Data Visualization...
Lina Tran
Project
guided

Examine the relationship between heart rate and heart disease using multiple logistic regression.

60 minutes
Data Manipulation, Data Visualization...
Amy Yang
Project
guided

Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?

60 minutes
Data Manipulation, Data Visualization...
Rasmus Bååth
Project
guided

Examine the network of connections among local health departments in the United States.

60 minutes
Data Manipulation, Data Visualization...
Jenine Harris
Project
guided

Analyze the relative popularity of programming languages over time based on Stack Overflow data.

60 minutes
Data Manipulation, Data Visualization...
David Robinson
Project
guided

Build a model that can automatically detect honey bees and bumble bees in images.

60 minutes
Data Manipulation, Data Visualization...
Peter Bull
Project
guided

If you have never done a DataCamp project, this is the place to start!

30 minutes
Data Visualization, Case Studies
Rasmus Bååth
Project
guided

Automatically generate keywords for a search engine marketing campaign using Python.

60 minutes
Data Manipulation
Elias Dabbas
Project
guided

Use web scraping and NLP to find the most frequent words in Herman Melville's novel, Moby Dick.

45 minutes
Importing & Cleaning Data, Case Studies
Hugo Bowne-Anderson
Project
guided

Load, transform, and understand images of honey bees and bumble bees in Python.

60 minutes
Data Manipulation, Data Visualization...
Peter Bull
Project
guided

If you've never done a DataCamp project, this is the place to start!

30 minutes
Data Visualization, Case Studies
Rasmus Bååth
Project
guided

Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?

45 minutes
Data Manipulation, Data Visualization...
Rasmus Bååth
Project
guided

Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.

45 minutes
Data Manipulation, Data Visualization...
David Venturi
Project
guided

Flex your tidyverse muscles on breath alcohol test data from Ames, Iowa, USA.

45 minutes
Data Manipulation, Data Visualization...
Samantha Tyner
Project
guided

Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.

60 minutes
Data Manipulation, Data Visualization...
Rasmus Bååth
Project
guided

Analyze an A/B test from the popular mobile puzzle game, Cookie Cats.

45 minutes
Case Studies
Rasmus Bååth
Project
guided

Classify patients with suspected infections using data.table and electronic health records.

45 minutes
Data Manipulation, Importing & Cleaning Data
JoAnn Alvarez
Project
guided

Analyze athletics data to find new ways to scout and assess jumpers and throwers.

45 minutes
Case Studies
George Perry
Project
guided

Compare life expectancy across countries and genders with ggplot2.

45 minutes
Data Manipulation, Data Visualization...
Antonio Sánchez Chinchón
Project
guided

Find the true Scala experts by exploring its development history in Git and GitHub.

45 minutes
Data Manipulation, Data Visualization...
Anita Sarma
Project
guided

Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.

45 minutes
Data Manipulation, Data Visualization...
Lars Hulstaert
Project
guided

Check what passwords fail to conform to the National Institute of Standards and Technology password guidelines.

45 minutes
Case Studies
Rasmus Bååth
Project
guided

Analyze data from the hit mobile game, Candy Crush Saga.

45 minutes
Data Manipulation, Data Visualization...
Rasmus Bååth
Project
guided

Recreate John Snow's famous map of the 1854 cholera outbreak in London.

60 minutes
Data Manipulation, Data Visualization...
Radovan Kavicky
Project
guided

Find out about the evolution of the Linux operating system by exploring its version control system.

45 minutes
Importing & Cleaning Data, Case Studies
Markus Harrer
Project
guided

In this project we will explore a database of every LEGO set ever built.

45 minutes
Data Manipulation, Data Visualization...
Ramnath Vaidyanathan
Project
guided