91 results for "project"

Analyzing Police Activity with pandas

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

Unit Testing for Data Science in Python

Learn how to write unit tests for your Data Science projects in Python using pytest.

4 hours Programming Dibya Chakravorty Course

Creating Robust Python Workflows

Learn to develop a set of principles for your data science and software development projects.

4 hours Programming Martin Skarzynski Course

String Manipulation in R with stringr

Learn how to pull character strings apart, put them back together and use the stringr package.

4 hours Programming Charlotte Wickham Course

Introduction to Function Writing in R

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

4 hours Programming Richie Cotton Course

Preprocessing for Machine Learning in Python

In this course you'll learn how to get your cleaned data ready for modeling.

4 hours Machine Learning Sarah Guido Course

Financial Analytics in R

Learn how to speak the language (and do the math!) of corporate finance to pitch your next great business idea.

4 hours Applied Finance Emily Riederer Course

Conda for Building & Distributing Packages

Learn how to write Conda recipes and share them on Anaconda Cloud.

3 hours Programming Albert DeFusco Course

Introduction to Bioconductor

Learn to use essential bioconductor packages using datasets from virus, fungus, human and plants!

4 hours Other Paula Martinez Course

Intro to Financial Concepts using Python

Using Python and NumPy, learn the most fundamental financial concepts.

4 hours Applied Finance Dakota Wixom Course

Defensive R Programming

Learn defensive programming in R to make your code more robust.

4 hours Programming Colin Gillespie Course

Network Analysis in Python (Part 2)

Analyze time series graphs, use bipartite graphs, and gain the skills to tackle advanced problems in network analytics.

4 hours Probability & Statistics Eric Ma Course

Machine Learning with Apache Spark

Learn how to make predictions with Apache Spark.

4 hours Machine Learning Andrew Collier Course

Bond Valuation and Analysis in R

Learn to use R to develop models to evaluate and analyze bonds as well as protect them from interest rate changes.

4 hours Applied Finance Clifford Ang Course

Valuation of Life Insurance Products in R

Learn the basics of cash flow valuation, work with human mortality data and build life insurance products in R.

4 hours Applied Finance Katrien Antonio Course

Anomaly Detection in R

Learn statistical tests for identifying outliers and how to use sophisticated anomaly scoring algorithms.

4 hours Probability & Statistics Alastair Rushworth Course

Introduction to DataCamp Projects

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

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

Introduction to DataCamp Projects

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

30 minutes Data Visualization, Case Studies Rasmus Bååth 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

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

Disney Movies and Box Office Success

Explore Disney movie data, then build a linear regression model to predict box office success.

45 minutes Data Manipulation, Data Visualization... Sirinda Palahan Project

Modeling the Volatility of US Bond Yields

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

45 minutes Data Visualization, Applied Finance József Soltész Project

Kidney Stones and Simpson's Paradox

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

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

Health Survey Data Analysis of BMI

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

45 minutes Data Manipulation, Probability & Statistics... Jessica Minnier Project

Are You Ready for the Zombie Apocalypse?

Use your logistic regression skills to protect people from becoming zombies!

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

The Impact of Climate Change on Birds

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

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

Extract Stock Sentiment from News Headlines

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

45 minutes Data Manipulation, Data Visualization... Juan González-Vallinas 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 Data Visualization, Machine Learning... Robert Grant Project

Explore 538's Halloween Candy Rankings

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

60 minutes Data Manipulation, Data Visualization... 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

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

Going Down to South Park: A Text Analysis

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

45 minutes Data Manipulation, Data Visualization... Patrik Drhlík Project

Functions for Food Price Forecasts

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

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

Drunken Datetimes in Ames, Iowa

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

Trends in Maryland Crime Rates

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

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

Where Would You Open a Chipotle?

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

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

Exploring the Bitcoin Cryptocurrency Market

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

45 minutes Data Manipulation, Data Visualization... Juan González-Vallinas 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

Planning Public Policy in Argentina

Apply unsupervised learning techniques to help plan an education program in Argentina.

45 minutes Data Manipulation, Data Visualization... Rafael La Buonora Project

The Android App Market on Google Play

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

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

Data Science for Social Good: Crime Study

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

Degrees That Pay You Back

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

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

Find Movie Similarity from Plot Summaries

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

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

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

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

Naïve Bees: Deep Learning with Images

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

45 minutes Data Manipulation, Data Visualization... Emily Miller 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

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

Visualizing Inequalities in Life Expectancy

Compare life expectancy across countries and genders with ggplot2.

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

Clustering Heart Disease Patient Data

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

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

What Your Heart Rate Is Telling You

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

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

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

Which Debts Are Worth the Bank's Effort?

Play bank data scientist and use regression discontinuity to see which debts are worth collecting.

45 minutes Data Manipulation, Data Visualization... Howard Friedman Project

Importing and Cleaning Data

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

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

Up and Down With the Kardashians

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

Classify Suspected Infection in Patients

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

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

What Makes a Pokémon Legendary?

Use tree-based machine learning methods to identify the characteristics of legendary Pokémon.

45 minutes Data Manipulation, Data Visualization... Joshua Feldman Project

ASL Recognition with Deep Learning

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

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

Do Left-handed People Really Die Young?

Use pandas and Bayesian statistics to see if left-handed people actually die earlier than righties.

45 minutes Data Manipulation, Data Visualization... Madeleine Bonsma-Fisher 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

Analyze International Debt Statistics

Write SQL queries to answer interesting questions about international debt using data from The World Bank.

45 minutes Data Manipulation, Importing & Cleaning Data Sayak Paul Project
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