#### Correlation and Regression

Learn how to describe relationships between two numerical quantities and characterize these relationships graphically.

334 results

Learn how to describe relationships between two numerical quantities and characterize these relationships graphically.

4 hours
Probability & Statistics
Ben Baumer
Course

Learn the fundamentals of object-oriented programming: classes, objects, methods, inheritance, polymorphism, and others!

4 hours
Programming
Vicki Boykis
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 to apply all the SQL concepts and functions you have learned in previous courses to build out your very own dashboard

4 hours
Reporting
Tyler Pernes
Course

Learn to build pipelines that stand the test of time.

4 hours
Machine Learning
Christoforos Anagnostopoulos
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

Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communicate your results.

4 hours
Data Visualization
Timo Grossenbacher
Course

Learn to retrieve and parse information from the internet using the Python library scrapy.

4 hours
Other
Thomas Laetsch
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 fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.

5 hours
Probability & Statistics
Alexander A. Ramírez M.
Course

Learn how to create, customize, and share data visualizations using Matplotlib.

4 hours
Data Visualization
Ariel Rokem
Course

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

4 hours
Probability & Statistics
Ben Baumer
Course

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

4 hours
Case Studies
Peter Bull
Course

Learn how to analyze data with spreadsheets using functions such as SUM(), AVERAGE(), and VLOOKUP().

3 hours
Programming
Vincent Vankrunkelsven
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

Use your knowledge of common spreadsheet functions and techniques to explore Python!

4 hours
Programming
Chris Cardillo
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

Become an expert in fitting ARIMA (autoregressive integrated moving average) models to time series data using R.

4 hours
Probability & Statistics
David Stoffer
Course

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

4 hours
Probability & Statistics
David S. Matteson
Course

This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.

4 hours
Machine Learning
Hank Roark
Course

Take your data visualization skills to the next level with coordinates, facets, themes, and best practices in ggplot2.

5 hours
Data Visualization
Rick Scavetta
Course

Learn how to import, clean and manipulate IoT data in Python to make it ready for machine learning.

4 hours
Data Manipulation
Matthias Voppichler
Course

Master SQL Server programming by learning to create, update and execute functions and stored procedures.

4 hours
Programming
Meghan Kwartler
Course

Learn how to make predictions about the future using time series forecasting in R.

5 hours
Probability & Statistics
Rob J. Hyndman
Course

Learn to effectively convey your data with an overview of common charts, alternative visualization types, and perception-driven style enhancements.

4 hours
Data Visualization
Nick Strayer
Course

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

4 hours
Probability & Statistics
Rob Reider
Course

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

4 hours
Machine Learning
Brett Lantz
Course

Practice your Shiny skills while building some fun Shiny apps for real-life scenarios!

4 hours
Reporting
Dean Attali
Course

Master core concepts about data manipulation such as filtering, selecting and calculating groupwise statistics using data.table.

4 hours
Programming
Matt Dowle
Course

The xts and zoo packages make the task of managing and manipulating ordered observations fast and mistake free.

4 hours
Data Manipulation
Jeffrey Ryan
Course

This course introduces Python for financial analysis.

4 hours
Applied Finance
Adina Howe
Course

Learn to work with data using tools from the tidyverse, and master the important skills of taming and tidying your data.

4 hours
Data Manipulation
Alison Hill
Course

Learn to reduce dimensionality in Python.

4 hours
Machine Learning
Jeroen Boeye
Course

Learn the fundamentals of working with big data with PySpark.

4 hours
Machine Learning
Upendra Kumar Devisetty
Course

Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract insights from your data.

4 hours
Machine Learning
Dmitriy Gorenshteyn
Course

Convolutional neural networks are deep learning algorithms that are particularly powerful for analysis of images.

4 hours
Machine Learning
Ariel Rokem
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

Build multiple-input and multiple-output deep learning models using Keras.

4 hours
Machine Learning
Zachary Deane-Mayer
Course

Create new features to improve the performance of your Machine Learning models.

4 hours
Machine Learning
Robert O'Callaghan
Course

Analyze text data in R using the tidy framework.

4 hours
Data Manipulation
Marc Dotson
Course

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

4 hours
Data Visualization
Ronald Pearson
Course

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

4 hours
Machine Learning
Nathan George
Course

In this course you'll learn to build dashboards using the shinydashboard package.

4 hours
Reporting
Lucy D’Agostino McGowan
Course

This course focuses on feature engineering and machine learning for time series data.

4 hours
Machine Learning
Chris Holdgraf
Course

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

4 hours
Data Manipulation
Maria Eugenia Inzaugarat
Course

Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.

4 hours
Applied Finance
Lore Dirick
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

In this course, you'll learn how to import and manage financial data in Python using various tools and sources.

5 hours
Applied Finance
Stefan Jansen
Course

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

4 hours
Machine Learning
Mike Gelbart
Course

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

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

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

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

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

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

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

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

30 minutes
Data Visualization, Case Studies
Rasmus Bååth
Project

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

60 minutes
Data Manipulation
Elias Dabbas
Project

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

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

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

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

30 minutes
Data Visualization, Case Studies
Rasmus Bååth
Project

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

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

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

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

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

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

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

45 minutes
Case Studies
Rasmus Bååth
Project

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

60 minutes
Data Manipulation, Data Visualization...
George Perry
Project

Compare life expectancy across countries and genders with ggplot2.

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

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

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

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

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

45 minutes
Case Studies
Rasmus Bååth
Project

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

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

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

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

Find out about the development of the Linux operating system by exploring its Git repository history.

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

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

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