350 results

Introduction to Databases in Python

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

4 hours Data Manipulation Jason Myers 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

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

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

Machine Learning with the Experts: School Budgets

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

4 hours Case Studies Peter Bull 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

Object-Oriented Programming in Python

Learn the fundamentals of object-oriented programming: classes, objects, methods, inheritance, polymorphism, and others!

4 hours Programming Vicki Boykis Course

Web Scraping in Python

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

4 hours Other Thomas Laetsch Course

Introduction to Matplotlib

Learn how to create, customize, and share data visualizations using Matplotlib.

4 hours Data Visualization Ariel Rokem 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

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

Communicating with Data in the Tidyverse

Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communicate your results.

4 hours Data Visualization Timo Grossenbacher 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

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

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

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

Reporting in SQL

Learn to apply all the SQL concepts and functions you have learned in previous courses to build out your very own dashboard

4 hours Reporting Tyler Pernes 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

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

Visualization Best Practices in R

Learn to effectively convey your data with an overview of common charts, alternative visualization types, and perception-driven style enhancements.

4 hours Data Visualization Nick Strayer 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

Financial Analytics in Spreadsheets

Learn how to build a graphical dashboard with spreadsheets to track the performance of financial securities.

4 hours Applied Finance David Ardia Course

Data Manipulation in R with data.table

Master core concepts about data manipulation such as filtering, selecting and calculating groupwise statistics using data.table.

4 hours Programming Matt Dowle 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

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

Deep Learning with Keras in Python

Learn to start developing deep learning models with Keras.

4 hours Machine Learning Miguel Esteban 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

Intro to Python for Finance

This course introduces Python for financial analysis.

4 hours Applied Finance Adina Howe Course

Building Web Applications in R with Shiny: Case Studies

Practice your Shiny skills while building some fun Shiny apps for real-life scenarios!

4 hours Reporting Dean Attali Course

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

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

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

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

Generalized Linear Models in Python

Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

5 hours Machine Learning Ita Cirovic Donev 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

Intermediate R for Finance

Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.

5 hours Applied Finance Lore Dirick Course

Survey and Measurement Development in R

Design surveys to get actionable insights via reviewing of survey design structures and visualizing and analyzing survey results.

4 hours Probability & Statistics George Mount Course

Working with Data in the Tidyverse

Learn to work with data using tools from the tidyverse, and master the important skills of taming and tidying your data.

4 hours Data Manipulation Alison Hill Course

Optimizing Python Code with pandas

Learn efficient techniques in pandas to optimize your Python code.

4 hours Data Manipulation Leonidas Souliotis Course

Text Mining: Bag of Words

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

4 hours Case Studies Ted Kwartler 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

Big Data Fundamentals via PySpark

Learn the fundamentals of working with big data with PySpark.

4 hours Machine Learning Upendra Kumar Devisetty Course

Deep Learning with PyTorch

Learn to create deep learning models with the PyTorch library.

4 hours Machine Learning Ismail Elezi 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

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

Machine Learning for Finance in Python

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

4 hours Machine Learning Nathan George Course

Introduction to Text Analysis in R

Analyze text data in R using the tidy framework.

4 hours Data Manipulation Marc Dotson Course

Model Validation in Python

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

4 hours Machine Learning Kasey Jones 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
See 50 More Results

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

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

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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