*Course* Creation at DataCamp

Learn all about how DataCamp builds the best platform to learn and teach data skills.

416 results
for "course"

Learn all about how DataCamp builds the best platform to learn and teach data skills.

3 hours
Other
Content Team
Course

This *course* introduces Python for financial analysis.

4 hours
Applied Finance
Adina Howe
Course

This *course* is an introduction to version control with Git for data scientists.

4 hours
Programming
Greg Wilson
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

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

4 hours
Machine Learning
Chris Holdgraf
Course

This *course* teaches the big ideas in machine learning like how to build and evaluate predictive models.

4 hours
Machine Learning
Zachary Deane-Mayer
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

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

4 hours
Data Visualization
Ronald Pearson
Course

This *course* will show you how to combine and merge datasets with data.table.

4 hours
Data Manipulation
Scott Ritchie
Course

This *course* is all about the act of combining, or merging, DataFrames, an essential part your Data Scientist's toolbox.

4 hours
Data Manipulation
Team Anaconda
Course

This *course* covers in detail the tools available in R for parallel computing.

4 hours
Programming
Hana Sevcikova
Course

This *course* is an introduction to linear algebra, one of the most important mathematical topics underpinning data science.

4 hours
Probability & Statistics
Eric Eager
Course

This *course* is designed to get you up to speed with the most important and powerful methodologies in statistics.

4 hours
Probability & Statistics
Daniel Kaplan
Course

This *course* covers the basics of financial trading and how to use quantstrat to build signal-based trading strategies.

5 hours
Applied Finance
Ilya Kipnis
Course

This *course* will show you how to integrate spatial data into your Python Data Science workflow.

4 hours
Data Manipulation
Joris Van den Bossche
Course

This *course* teaches you the skills and knowledge necessary to create and manage your own PostgreSQL databases.

4 hours
Importing & Cleaning Data
Darryl Reeves Ph.D
Course

This *course* is for R users who want to get up to speed with Python!

5 hours
Programming
Daniel Chen
Course

This *course* will introduce the support vector machine (SVM) using an intuitive, visual approach.

4 hours
Machine Learning
Kailash Awati
Course

In this *course*, you will learn to read CSV, XLS, and text files in R using tools like readxl and data.table.

3 hours
Importing & Cleaning Data
Filip Schouwenaars
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

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

4 hours
Machine Learning
Brett Lantz
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

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

4 hours
Machine Learning
Mike Gelbart
Course

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

4 hours
Data Manipulation
Stefan Jansen
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

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

4 hours
Data Manipulation
Jason Myers
Course

In this *course* you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.

4 hours
Machine Learning
John Mount
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 how to get your cleaned data ready for modeling.

4 hours
Machine Learning
DataCamp Content Creator
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'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*, students will learn to write queries that are both efficient and easy to read and understand.

4 hours
Programming
Dean Smith
Course

In this *course*, you'll learn how to collect Twitter data and analyze Twitter text, networks, and geographical origin.

4 hours
Data Manipulation
Alex Hanna
Course

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

4 hours
Probability & Statistics
David Robinson
Course

In this *course* you'll learn about basic experimental design, a crucial part of any data analysis.

4 hours
Probability & Statistics
kaelen medeiros
Course

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

4 hours
Machine Learning
Gabriela de Queiroz
Course

In this *course* you will learn to fit hierarchical models with random effects.

4 hours
Probability & Statistics
Richard Erickson
Course

In this *course* you'll learn to analyze and visualize network data with the igraph package.

4 hours
Probability & Statistics
JAMES CURLEY
Course

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

4 hours
Reporting
Lucy Dâ€™Agostino McGowan
Course

In this *course* you'll learn how to leverage statistical techniques for working with categorical data.

4 hours
Probability & Statistics
Andrew Bray
Course

In this *course* you'll learn to use and present logistic regression models for making predictions.

4 hours
Machine Learning
Nele Verbiest
Course

In this *course*, you'll learn how to implement more advanced Bayesian models using RJAGS.

4 hours
Probability & Statistics
Alicia Johnson
Course

In this *course* you'll learn how to create static and interactive dashboards using flexdashboard and shiny.

4 hours
Reporting
Elaine McVey
Course

In this *course* you'll learn techniques for performing statistical inference on numerical data.

4 hours
Probability & Statistics
Mine Cetinkaya-Rundel
Course

In this *course* you'll learn how to perform inference using linear models.

4 hours
Probability & Statistics
Jo Hardin
Course

In this *course* you'll learn how to use data science for several common marketing tasks.

4 hours
Machine Learning
Verena Pflieger
Course

In this *course* you'll learn how to apply machine learning in the HR domain.

4 hours
Machine Learning
Hrant Davtyan
Course

In this *course*, you'll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

4 hours
Probability & Statistics
Zuzanna Chmielewska
Course

In this *course* you will gain an overview clinical trial designs, determine the numbers of patients needed and conduct statistical analyses.

4 hours
Probability & Statistics
Tamuno Alfred
Course

The Generalized Linear Model *course* expands your regression toolbox to include logistic and Poisson regression.

4 hours
Probability & Statistics
Richard Erickson
Course

Analyze the network of characters in Game of Thrones and how it changes over the *course* of the books.

45 minutes
Case Studies
Mridul Seth
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

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

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

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

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

30 minutes
Data Visualization, Case Studies
Rasmus BÃ¥Ã¥th
Project
guided

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

30 minutes
Data Visualization, Case Studies
Rasmus BÃ¥Ã¥th
Project
guided

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

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

Write functions to forecast time series of food prices in Rwanda.

45 minutes
Data Manipulation, Data Visualization...
Richie Cotton
Project
guided

Predict the impact of climate change on bird distributions using spatial data and machine learning.

45 minutes
Data Manipulation, Data Visualization...
Laurens Geffert
Project
guided

Apply your importing and data cleaning skills to real-world soccer data.

45 minutes
Data Manipulation, Importing & Cleaning Data...
Erin LaBrecque
Project
guided

Use regression trees and random forests to find places where New York taxi drivers earn the most.

45 minutes
Data Visualization, Machine Learning...
Robert Grant
Project
guided

Apply your skills from "Working with Dates and Times in R" to breathalyzer data from Ames, Iowa.

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

Compare life expectancy across countries and genders with ggplot2.

45 minutes
Data Manipulation, Data Visualization...
Antonio SÃ¡nchez ChinchÃ³n
Project
guided

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

60 minutes
Data Manipulation, Data Visualization...
Rasmus BÃ¥Ã¥th
Project
guided

Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity.

45 minutes
Data Manipulation, Data Visualization...
Anubhav Singh
Project
guided

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

60 minutes
Data Manipulation, Data Visualization...
Rasmus BÃ¥Ã¥th
Project
guided

Experiment with clustering algorithms to help doctors inform treatment for heart disease patients.

45 minutes
Data Manipulation, Data Visualization...
Megan Robertson
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

Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.

45 minutes
Data Visualization, Probability & Statistics...
Amy Yang
Project
guided

You will explore the market capitalization of Bitcoin and other cryptocurrencies.

45 minutes
Data Manipulation, Data Visualization...
Juan GonzÃ¡lez-Vallinas
Project
guided

Use data science to catch criminals, plus find new ways to volunteer personal time for social good.

45 minutes
Data Manipulation, Data Visualization...
William Connell
Project
guided

Load, clean, and visualize scraped Google Play Store data to understand the Android app market.

45 minutes
Data Manipulation, Data Visualization...
Lavanya Gupta
Project
guided

Analyze the dialog and IMDB ratings of 287 South Park episodes. Warning: contains explicit language.

45 minutes
Data Manipulation, Data Visualization...
Patrik DrhlÃk
Project
guided

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

45 minutes
Data Manipulation, Data Visualization...
Rasmus BÃ¥Ã¥th
Project
guided

Discover the top tools Kaggle participants use for data science and machine learning.

45 minutes
Data Manipulation, Data Visualization...
Amber Thomas
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

Apply hierarchical and mixed-effect models to analyze Maryland crime rates.

45 minutes
Data Manipulation, Data Visualization...
Richard Erickson
Project
guided

Wrangle and visualize musical data to find common chords and compare the styles of different artists.

45 minutes
Case Studies
Kris Shaffer
Project
guided

Build a convolutional neural network to classify images of letters from American Sign Language.

45 minutes
Data Manipulation, Data Visualization...
Alexis Cook
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

Learn to analyze Twitter data and do a deep dive into a hot trend.

45 minutes
Data Manipulation, Data Visualization...
Samia Khalid
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

Use text mining to analyze Jeopardy! data.

45 minutes
Case Studies
Alexis Lee
Project
guided

Create and explore interactive maps using Leaflet to determine where to open the next Chipotle.

45 minutes
Data Manipulation, Data Visualization...
Rich Majerus
Project
guided

Use pandas to calculate and compare profitability and risk of different investments using the Sharpe Ratio.

45 minutes
Applied Finance, Case Studies
Stefan Jansen
Project
guided

Discover how the US bond yields behave using descriptive statistics and advanced modeling.

45 minutes
Data Visualization, Applied Finance
JÃ³zsef SoltÃ©sz
Project
guided

Use R to make art and create imaginary flowers inspired by nature.

45 minutes
Data Visualization, Case Studies
Antonio SÃ¡nchez ChinchÃ³n
Project
guided

Build a machine learning model to predict if a credit card application will get approved.

45 minutes
Data Manipulation, Machine Learning...
Sayak Paul
Project
guided

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

60 minutes
Data Manipulation
Elias Dabbas
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

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

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

Scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.

45 minutes
Data Manipulation, Data Visualization...
Juan GonzÃ¡lez-Vallinas
Project
guided

Plot Google Trends data to find the most famous Kardashian/Jenner sister. Is it Kim? Kendall? Kylie?

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

Explore the salary potential of college majors with a k-means cluster analysis.

45 minutes
Data Manipulation, Data Visualization...
Jaclyn Burge
Project
guided

Build a book recommendation system using NLP and the text of books like "On the Origin of Species."

45 minutes
Data Manipulation, Data Visualization...
Philippe Julien
Project
guided