333 results

Machine Learning with the Experts: School Budgets

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

4 hours Machine Learning Peter Bull Course

Introduction to R for Finance

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

Exploratory Data Analysis

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

4 hours Probability & Statistics Andrew Bray Course

SQL for Exploratory Data Analysis

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

Joining Data in R with dplyr

This course will show you how to combine data sets with dplyr's two table verbs.

4 hours Data Manipulation Garrett Grolemund Course

Supervised Learning in R: Classification

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

4 hours Machine Learning Brett Lantz Course

Data Visualization with ggplot2 (Part 2)

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

Introduction to Seaborn

Learn how to create informative and attractive visualizations in Python using the Seaborn library.

4 hours Data Visualization Erin Case Course

Dimensionality Reduction in Python

Learn to reduce dimensionality in Python.

4 hours Machine Learning Jeroen Boeye Course

Building Web Applications in R with Shiny

Build interactive web apps straight from R with shiny!

4 hours Reporting Mine Cetinkaya-Rundel Course

Introduction to TensorFlow in Python

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

4 hours Machine Learning Isaiah Hull Course

Unsupervised Learning in R

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

4 hours Machine Learning Hank Roark Course

Cluster Analysis in R

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

Writing Functions and Stored Procedures in SQL Server

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

4 hours Programming Meghan Kwartler Course

Pivot Tables with Spreadsheets

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

Importing & Cleaning Data in R: Case Studies

In this series of four case studies, you'll revisit key concepts from our courses on importing and cleaning data in R.

4 hours Case Studies Nick Carchedi Course

Data Analysis with Spreadsheets

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

3 hours Programming Vincent Vankrunkelsven Course

Machine Learning Toolbox

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

Introduction to Time Series Analysis

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

4 hours Probability & Statistics David S. Matteson Course

Supply Chain Analytics in Python

Leverage the power of Python and PuLP to optimize supply chains.

4 hours Machine Learning Aaren Stubberfield Course

Analyzing Business Data in SQL

Learn to write SQL queries to calculate key metrics that businesses use to measure performance.

4 hours Case Studies Michel Semaan Course

Introduction to SQL Server

Become proficient at using SQL Server to perform common data manipulation tasks.

4 hours Programming John MacKintosh Course

Introduction to Time Series Analysis in Python

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

4 hours Probability & Statistics Rob Reider Course

Multiple and Logistic Regression

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

Big Data Fundamentals via PySpark

Learn the fundamentals of working with big data with PySpark.

4 hours Machine Learning Upendra Kumar Devisetty Course

Extreme Gradient Boosting with XGBoost

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

Intermediate R - Practice

Strengthen your knowledge of the topics you learned in Intermediate R with a ton of new and fun exercises.

4 hours Other Filip Schouwenaars Course

Forecasting Using R

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

5 hours Probability & Statistics Rob J. Hyndman Course

Convolutional Neural Networks for Image Processing

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

4 hours Machine Learning Ariel Rokem Course

Intermediate SQL Server

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

Foundations of Inference

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

4 hours Probability & Statistics Jo Hardin Course

Exploratory Data Analysis in R: Case Study

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

4 hours Case Studies David Robinson Course

Data Analysis in R, the data.table Way

Master core concepts in data manipulation such as subsetting, updating, indexing and joining your data using data.table.

4 hours Data Manipulation Matt Dowle Course

Manipulating Time Series Data in R with xts & zoo

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

Data Visualization in R

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

4 hours Data Visualization Ronald Pearson Course

Marketing Analytics in R: Statistical Modeling

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

4 hours Probability & Statistics Verena Pflieger Course

Topic Modeling in R

Learn how to fit topic models using the Latent Dirichlet Allocation algorithm.

4 hours Machine Learning Pavel Oleinikov Course

Intro to Python for Finance

This course introduces Python for financial analysis.

4 hours Applied Finance Adina Howe Course

Importing & Managing Financial Data in Python

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

Credit Risk Modeling in R

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

Advanced Deep Learning with Keras in Python

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

4 hours Machine Learning Zachary Deane-Mayer Course

Machine Learning for Time Series Data in Python

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

4 hours Machine Learning Chris Holdgraf Course

Machine Learning with Tree-Based Models in R

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

Working with Dates and Times in R

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

4 hours Programming Charlotte Wickham Course

Intermediate Spreadsheets for Data Science

Expand your spreadsheets vocabulary by diving deeper into data types, including numeric data, logical data, and missing data.

4 hours Programming Richie Cotton Course

Statistical Modeling in R (Part 1)

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

4 hours Probability & Statistics Daniel Kaplan Course

Writing Efficient R Code

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

4 hours Programming Colin Gillespie Course

Text Mining: Bag of Words

Learn the bag of words technique for text mining with R.

4 hours Case Studies Ted Kwartler Course

Advanced NLP with spaCy

Learn how to use spaCy to build advanced natural language understanding systems, using both rule-based and machine learning approaches.

5 hours Data Manipulation Ines Montani Course

Foundations of Probability in R

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

4 hours Probability & Statistics David Robinson Course
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Partnering to Protect You from Peril

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

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

Rise and Fall of Programming Languages

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

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

Naïve Bees: Predict Species from Images

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

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

Introduction to DataCamp Projects

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

30 minutes Data Visualization, Case Studies Rasmus Bååth Project

Generating Keywords for Google Ads

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

60 minutes Data Manipulation Elias Dabbas Project

Word Frequency in Moby Dick

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

Naïve Bees: Image Loading and Processing

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

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

Introduction to DataCamp Projects

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

30 minutes Data Visualization, Case Studies Rasmus Bååth Project

A Visual History of Nobel Prize Winners

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

A New Era of Data Analysis in Baseball

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

Who Is Drunk and When in Ames, Iowa?

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

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

Dr. Semmelweis and the Discovery of Handwashing

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

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

Mobile Games A/B Testing with Cookie Cats

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

45 minutes Case Studies Rasmus Bååth Project

Scout Your Athletics Fantasy Team

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

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

Visualizing Inequalities in Life Expectancy

Compare life expectancy across countries and genders with ggplot2.

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

The GitHub History of the Scala Language

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

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

The Hottest Topics in Machine Learning

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

Bad passwords and the NIST guidelines

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

45 minutes Case Studies Rasmus Bååth Project

Level Difficulty in Candy Crush Saga

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

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

Recreating John Snow's Ghost Map

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

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

Exploring the evolution of Linux

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

Exploring 67 years of LEGO

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

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

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