488 results

Introduction to Git

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

4 hours Programming DataCamp Content Creator Course

Introduction to Deep Learning in Python

Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0.

4 hours Machine Learning Dan Becker Course

Intermediate Data Visualization with Seaborn

Use Seaborn's sophisticated visualization tools to make beautiful, informative visualizations with ease.

4 hours Data Visualization Chris Moffitt Course

Case Study: Analyzing Job Market Data in Power BI

Help a fictional company in this interactive Power BI case study. You’ll use Power Query, DAX, and dashboards to identify the most in-demand data jobs!

3 hours Case Studies Luke Barousse Course

Introduction to Natural Language Processing in Python

Learn fundamental natural language processing techniques using Python and how to apply them to extract insights from real-world text data.

4 hours Machine Learning Katharine Jarmul Course

Working with Dates and Times in Python

Learn how to work with dates and times in Python.

4 hours Programming Max Shron Course

Introduction to Shell

The Unix command line helps users combine existing programs in new ways, automate repetitive tasks, and run programs on clusters and clouds.

4 hours Programming DataCamp Content Creator Course

Database Design

Learn to design databases in SQL.

4 hours Data Engineering Lis Sulmont Course

Joining Data with dplyr

Learn to combine data across multiple tables to answer more complex questions with dplyr.

4 hours Data Manipulation DataCamp Content Creator Course

Machine Learning with Tree-Based Models in Python

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

Analyzing Data in Tableau

Take your Tableau skills up a notch with advanced analytics and visualizations.

8 hours Data Visualization Hadrien Lacroix Course

Data Preparation in Power BI

In this interactive Power BI course, you’ll learn how to use Power Query Editor to transform and shape your data to be ready for analysis.

3 hours Data Manipulation Maarten Van den Broeck Course

Cloud Computing for Everyone

A non-coding introduction to the world of cloud computing.

2 hours Management Hadrien Lacroix Course

Intermediate Spreadsheets

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

4 hours Programming Richie Cotton Course

Introduction to Python for Finance

This course introduces Python for financial analysis.

4 hours Applied Finance Adina Howe Course

Data Communication Concepts

No one enjoys looking at spreadsheets! Bring your data to life. Improve your presentation and learn how to translate technical data into actionable insights.

3 hours Reporting Hadrien Lacroix Course

Introduction to Importing Data in R

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

Statistical Thinking in Python (Part 1)

Build the foundation you need to think statistically and to speak the language of your data.

3 hours Probability & Statistics Justin Bois Course

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

Data Modeling in Power BI

Learn the key concepts of data modeling on Power BI.

3 hours Data Manipulation Maarten Van den Broeck Course

Sampling in Python

Learn to draw conclusions from limited data using Python and statistics. This course covers everything from random sampling to stratified and cluster sampling.

4 hours Probability & Statistics James Chapman Course

Machine Learning with scikit-learn

Learn how to build and tune predictive models and evaluate how well they'll perform on unseen data.

4 hours Machine Learning Hugo Bowne-Anderson Course

Cluster Analysis in Python

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

Web Scraping in Python

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

4 hours Importing & Cleaning Data Thomas Laetsch Course

Introduction to Regression in R

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis in R.

4 hours Probability & Statistics Richie Cotton Course

Streamlined Data Ingestion with pandas

Learn to acquire data from common file formats and systems such as CSV files, spreadsheets, JSON, SQL databases, and APIs.

4 hours Importing & Cleaning Data Amany Mahfouz Course

Intermediate Data Visualization with ggplot2

Learn to use facets, coordinate systems and statistics in ggplot2 to create meaningful explanatory plots.

4 hours Data Visualization Rick Scavetta Course

Data Science for Business

Learn about data science and how can you use it to strengthen your organization.

2 hours Management Michael Chow 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

Cleaning Data in R

Develop the skills you need to go from raw data to awesome insights as quickly and accurately as possible.

4 hours Importing & Cleaning Data Maggie Matsui Course

Pivot Tables in 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

Case Study: Analyzing Customer Churn in Power BI

You will investigate a dataset from a fictitious company called Databel in Power BI, and need to figure out why customers are churning.

3 hours Data Visualization Iason Prassides 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

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

Exploratory Data Analysis in R

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

4 hours Probability & Statistics Andrew Bray Course

Data Transformation in Power BI

You’ll learn how to (un)pivot, transpose, append and join tables. Gain power with custom columns, M language, and the Advanced Editor.

3 hours Data Manipulation Maarten Van den Broeck Course

DAX Functions in Power BI

Data Analysis Expressions (DAX) allow you to take your Power BI skills to the next level by writing custom functions.

3 hours Data Manipulation Maarten Van den Broeck Course

Introduction to Airflow in Python

Learn how to implement and schedule data engineering workflows.

4 hours Data Engineering Mike Metzger Course

Manipulating Time Series Data in Python

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

4 hours Data Manipulation Stefan Jansen Course

Introduction to Spreadsheets

Learn the basics of spreadsheets by working with rows, columns, addresses, and ranges.

2 hours Programming Vincent Vankrunkelsven Course

Creating Dashboards in Tableau

Dashboards are a must-have in a data-driven world. Increase your impact on business performance with Tableau dashboards.

4 hours Data Visualization Hadrien Lacroix Course

Image Processing in Python

Learn to process, transform, and manipulate images at your will.

4 hours Machine Learning Rebeca Gonzalez Course

Building Web Applications with Shiny in R

Shiny is an R package that makes it easy to build interactive web apps directly in R, allowing your team to explore your data as dashboards or visualizations.

4 hours Programming kaelen medeiros 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 DataCamp Content Creator Course

Introduction to Statistics in Spreadsheets

Learn how to leverage statistical techniques using spreadsheets to more effectively work with and extract insights from your data.

4 hours Probability & Statistics Ted Kwartler Course

Big Data Fundamentals with PySpark

Learn the fundamentals of working with big data with PySpark.

4 hours Programming Upendra Kumar Devisetty Course

Introduction to Writing Functions in R

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

4 hours Programming Richie Cotton Course

Introduction to Deep Learning with Keras

Learn to start developing deep learning models with Keras.

4 hours Machine Learning Miguel Esteban 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

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
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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 guided

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 guided

Who Is Drunk and When in Ames, Iowa?

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

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

Who's Tweeting? Trump or Trudeau?

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

Reducing Traffic Mortality in the USA

How can we find a good strategy for reducing traffic-related deaths?

60 minutes Data Manipulation, Data Visualization... Joel Östblom Project guided

Reducing Traffic Mortality in the USA

How can we find a good strategy for reducing traffic-related deaths?

60 minutes Data Manipulation, Data Visualization... Joel Östblom Project guided

Explore 538's Halloween Candy Rankings

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

Classify Song Genres from Audio Data

Rock or rap? Apply machine learning methods in Python to classify songs into genres.

60 minutes Data Manipulation, Data Visualization... Lina Tran Project guided

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 guided

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?

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

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 guided

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 guided

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 guided

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 guided

Generating Keywords for Google Ads

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

60 minutes Data Manipulation Elias Dabbas Project guided

Word Frequency in Classic Novels

Use web scraping and NLP to find the most frequent words in one of two pieces of classic literature: Herman Melville's novel, Moby Dick, or Peter Pan by J. M. Barrie.

45 minutes Importing & Cleaning Data, Case Studies Hugo Bowne-Anderson Project guided

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 guided

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 guided

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 guided

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 guided

Who Is Drunk and When in Ames, Iowa?

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

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

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 guided

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 guided

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 guided

Visualizing Inequalities in Life Expectancy

Compare life expectancy across countries and genders with ggplot2.

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

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 guided

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 guided

Optimizing Online Sports Retail Revenue

Analyze product data for an online sports retail company to optimize revenue.

45 minutes Data Manipulation George Boorman Project guided

Analyzing American Baby Name Trends

Use categorization and ranking techniques to explore 101 years of American baby name tastes.

45 minutes Data Manipulation Izzy Weber Project guided

Analyzing NYC Public School Test Result Scores

Use summary statistics and filters to analyze test scores across New York City's public schools!

45 minutes Data Manipulation, Programming George Boorman Project guided

When Was the Golden Age of Video Games?

Use joins and set theory to discover the best years for video games!

45 minutes Data Manipulation Izzy Weber Project guided

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 guided

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 guided

What and Where are the World's Oldest Businesses

Use joining techniques to discover the oldest businesses in the world.

45 minutes Data Manipulation Izzy Weber Project guided

Exploring the NYC Airbnb Market

Apply data importing and cleaning skills to extract insights about the New York City Airbnb market.

45 minutes Data Manipulation, Importing & Cleaning Data George Boorman Project guided

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 guided

Milk Revenue: R Certification

Use data management and exploratory data analysis skills to help analyze the UK Dairy Industry.

60 minutes Case Studies DataCamp Content Creator Project unguided

Investigating Netflix Movies and Guest Stars in The Office

Apply the foundational Python skills you learned in Introduction to Python and Intermediate Python by manipulating and visualizing movie and TV data.

45 minutes Data Manipulation, Data Visualization... Justin Saddlemyer Project guided

Writing Functions for Product Analysis

Use coding best practices and functions to improve a script!

45 minutes Programming Lis Sulmont Project guided

Streamlining Employee Data

Use DataFrames to read and merge employee data from different sources.

45 minutes Data Manipulation, Importing & Cleaning Data Hadrien Lacroix Project guided

Exploring the NYC Airbnb Market

Apply data importing and cleaning skills to extract insights about the New York City Airbnb market.

45 minutes Importing & Cleaning Data Maggie Matsui Project unguided

The Android App Market on Google Play

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

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

Dr. Semmelweis and the Discovery of Handwashing

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

45 minutes Data Manipulation Maggie Matsui Project guided

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... Sara Billen Project guided

Comparing Search Interest with Google Trends

Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.

45 minutes Data Manipulation, Data Visualization... Lis Sulmont Project guided

Investigating Netflix Movies and Guest Stars in The Office

Apply the foundational Python skills you learned in Introduction to Python and Intermediate Python by manipulating and visualizing movie and TV data.

45 minutes Data Manipulation, Data Visualization... Justin Saddlemyer Project unguided

What and Where are the World's Oldest Businesses

Use joining techniques to discover the oldest businesses in the world.

45 minutes Data Manipulation Richie Cotton Project guided

Exploring the Evolution of Linux

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

Word Frequency in Classic Novels

In this project, you will use importing and text manipulation skills to find out the main protagonists in Peter Pan!

45 minutes Importing & Cleaning Data, Case Studies Hadrien Lacroix Project guided

Functions for Food Price Forecasts (Unguided)

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

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