38 results

Exploratory Data Analysis in Python

Learn how to explore, visualize, and extract insights from data.

4 hours Case Studies Allen Downey Course

Case Study: School Budgeting with Machine Learning in Python

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

4 hours Case Studies Peter Bull Course

Marketing Analytics: Predicting Customer Churn in Python

Learn how to use Python to analyze customer churn and build a model to predict it.

4 hours Case Studies Mark Peterson Course

Case Study: Exploratory Data Analysis in R

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

4 hours Case Studies David Robinson Course

Applying SQL to Real-World Problems

Find tables, store and manage new tables and views, and write maintainable SQL code to answer business questions.

4 hours Case Studies Dmitriy Gorenshteyn Course

Data-Driven Decision Making in SQL

Learn how to analyze a SQL table and report insights to management.

4 hours Case Studies Bart Baesens Course

Marketing Analytics in Spreadsheets

Learn how to ensure clean data entry and build dynamic dashboards to display your marketing data.

4 hours Case Studies Luke Pajer 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

Case Studies: Manipulating Time Series Data in R

Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.

4 hours Case Studies Lore Dirick Course

Analyzing Marketing Campaigns with pandas

Build up your pandas skills and answer marketing questions by merging, slicing, visualizing, and more!

4 hours Case Studies Jill Rosok Course

Human Resources Analytics: Exploring Employee Data in R

Manipulate, visualize, and perform statistical tests on HR data.

5 hours Case Studies Ben Teusch Course

Analyzing US Census Data in Python

Learn to use the Census API to work with demographic and socioeconomic data.

5 hours Case Studies Lee Hachadoorian Course

Case Study: Exploring Baseball Pitching Data in R

Use a rich baseball dataset from the MLB's Statcast system to practice your data exploration skills.

4 hours Case Studies Brian M. Mills Course

Analyzing Election and Polling Data in R

Learn R for data science by wrangling, visualizing, and modeling political data like polls and election results.

4 hours Case Studies G Elliott Morris Course

Human Resources Analytics: Predicting Employee Churn in R

Predict employee turnover and design retention strategies.

4 hours Case Studies Anurag Gupta Course

Name Game: Gender Prediction using Sound

Analyze the gender distribution of children's book writers and use sound to match names to gender.

45 minutes Case Studies Tufool Alnuaimi Project

Text Mining America's Toughest Game Show

Use text mining to analyze Jeopardy! data.

45 minutes Case Studies Alexis Lee Project

Wrangling and Visualizing Musical Data

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

45 minutes Case Studies Kris Shaffer Project

A Network Analysis of Game of Thrones

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

Importing and Cleaning Data

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

45 minutes Case Studies, Data Manipulation... Erin LaBrecque Project

Exploring the Kaggle Data Science Survey

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

45 minutes Case Studies, Data Manipulation... Amber Thomas Project

Kidney Stones and Simpson's Paradox

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

45 minutes Case Studies, Data Visualization... Amy Yang 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

Health Survey Data Analysis of BMI

Analyze health survey data to determine how BMI is associated with physical activity and smoking.

45 minutes Case Studies, Data Manipulation... Jessica Minnier Project

Trends in Maryland Crime Rates

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

45 minutes Case Studies, Data Manipulation... Richard Erickson Project

Risk and Returns: The Sharpe Ratio

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

45 minutes Case Studies, Applied Finance Stefan Jansen Project

Phyllotaxis: Draw Flowers Using Mathematics

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

45 minutes Case Studies, Data Visualization Antonio Sánchez Chinchón Project

Predict Taxi Fares with Random Forests

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

45 minutes Case Studies, Data Visualization... Robert Grant Project

Dr. Semmelweis and the Discovery of Handwashing

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

60 minutes Case Studies, Data Manipulation... Rasmus Bååth Project

Introduction to DataCamp Projects

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

30 minutes Case Studies, Data Visualization Rasmus Bååth 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 Case Studies, Importing & Cleaning Data Hugo Bowne-Anderson Project

Introduction to DataCamp Projects

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

30 minutes Case Studies, 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 Case Studies, Data Manipulation... David Venturi 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.

45 minutes Case Studies George Perry 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

Recreating John Snow's Ghost Map

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

60 minutes Case Studies, Data Manipulation... Radovan Kavicky Project

Exploring the Evolution of Linux

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

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

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