Courses and Nanodegree Programs

Data Science

Learn data science from industry experts at Facebook, Cloudera, MongoDB, Georgia Tech, and more. We offer courses in data science where you’ll learn to solve data-rich problems and apply this knowledge to your big data needs. Whether you’re new to the field or looking for additional training, we have introductory, advanced, and industry-specific courses to meet your learning goals.
Predictive analytics is the practice of determining patterns from data to predict future outcomes and trends. Across industries, it enables high-value solutions to important business problems.

2.93K IN COLLABORATION WITH Alteryx, Tableau

Prepare for a data science career. Learn to use Python, R, SQL, and Tableau to uncover insights, communicate critical findings, and create data-driven solutions.

3.33K IN COLLABORATION WITH kaggle, Tableau, Mode

Become a machine learning engineer and apply predictive models to massive data sets in fields like education, finance, healthcare or robotics.


Deep Learning New

Project Build a Digit Recognition Program
Show off what you've learned in your Nanodegree program with a project that defines


Explore a variety of datasets, posing and answering your own questions about each. You'll be using the Python libraries NumPy, Pandas, and Matplotlib.

Intro to Computer Science New

Project Final Project
Learn key computer science concepts in this introductory Python course. You'll learn by doing, and will build your own search engine and social network.

A/B Testing New

Project Design an A/B Test
Design and implement an A/B test to determine the efficacy of potential improvements to an online site or mobile app while specifying metrics to measure.


This class will teach you the end-to-end process of investigating data through a machine learning lens, and you'll apply what you've learned to a real-world data set.

Learn the fundamentals of data visualization and apply design and narrative concepts to create your own visualization.

Intro to Hadoop and MapReduce New

Project Final Project
In this short course, learn the fundamentals of MapReduce and Apache Hadoop to start making sense of Big Data in the real world!


The world is trending in real time! Learn Apache Storm, taught by Twitter, to scalably analyze real-time tweets and drive d3 visualizations. Storm is free, open and fun!


Data is everywhere and so much of it is unexplored. Learn how to investigate and summarize data sets using R and eventually create your own analysis.


Intro to Descriptive Statistics will teach you the basic concepts of statistics that can be used to extract information from data.

Python is one of the most popular programming languages in the world. If you already know another language and want to expand to Python, this is the course for you!

Intro to Inferential Statistics will teach you how to test your hypotheses and begin to make predictions based on statistical results drawn from data!

Data Scientists spend most of their time cleaning data. In this course, you will learn to convert and manipulate messy data to extract what you need.


This course will teach you how to start from scratch in understanding and paying attention to what is important in the data and how to answer questions about data.


Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.

What does a data scientist do? In this course, we will survey the main topics in data science so you can understand the skills that are needed to become a data scientist!

In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

IN COLLABORATION WITH Georgia Institute of Technology

Reinforcement Learning New

Project Train a Smartcab to Drive
Study machine learning at a deeper level and become a participant in the reinforcement learning research community.

IN COLLABORATION WITH Georgia Institute of Technology

Time Series Forecasting New

Project Forecast Video Game Demand
The Time Series Forecasting course provides students with the foundational knowledge to build and apply time series forecasting models in a variety of business contexts.

Segmentation and Clustering New

Project Create Reports from a Database
The Segmentation & Clustering course provides students with the knowledge to build and apply clustering models to develop sophisticated segmentation in business contexts.

A/B Testing for Business Analysts New

Project A/B Test a Menu Launch
The A/B Testing course provides students with the foundational knowledge to design and analyze A/B tests to create business insights and support decision making.

Classification Models New

Project Predict Loan Default Risk
Learn how to use classification predictive models to solve business problems involving non-numeric data.


Data Visualization in Tableau New

Project Build Tableau Dashboards
Learn the fundamentals of data visualization and practice communicating with data.

Learn how to interact with remote repositories and collaborate with other developers on GitHub.

Problem Solving with Advanced Analytics New

Project Predict Sales for a Catalog Launch
Learn a scientific approach to solving problems with data, a foundational skill for anyone interested in making data driven decisions in a business context.


Creating an Analytical Dataset New

Project Select the Location of a New Pet Store
Learn how to prepare data to ensure the efficacy of your analysis while improving fluency in Alteryx.


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