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.

Data Analyst Nanodegree New Coming Soon

11 Projects
Learn to clean up messy data, uncover patterns and insights, make predictions using machine learning, and clearly communicate your findings.

Built by Facebook, MongoDB

Machine Learning Engineer Nanodegree New Coming Soon

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

Built by kaggle

Deep Learning New Coming Soon

Project Capstone Project
We’ll show you how to train and optimize basic neural networks, convolutional neural networks, and long short term memory networks.

Built by Google

Intro to Data Analysis New Coming Soon

Project Investigate a Dataset
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 Coming Soon

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 Coming Soon

Project Design an A/B Test
This course will cover the design and analysis of A/B tests, which are online experiments used throughout the tech industry by companies like Google, Amazon, and Netflix.

Built by Google

Intro to Machine Learning New Coming Soon

Project Identify Fraud from Enron Email
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.

Data Visualization and D3.js New Coming Soon

Project Make Effective Data Visualization
Learn the fundamentals of data visualization and apply design and narrative concepts to create your own visualization.

Intro to Hadoop and MapReduce New Coming Soon

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!

Built by Cloudera

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!

Built by Twitter

Data Analysis with R New Coming Soon

Project Explore and Summarize Data
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.

Built by Facebook

Intro to Descriptive Statistics New Coming Soon

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

Intro to Inferential Statistics New Coming Soon

Project Test a Perceptual Phenomenon
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 Wrangling with MongoDB New Coming Soon

Project Wrangle OpenStreetMap 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.

Built by MongoDB

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

Built by AT&T

Intro to Statistics New Coming Soon

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

Intro to Data Science New Coming Soon

2 Projects
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!

Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? The answer can be found in Unsupervised Learning!

Built by Georgia Institute of Technology

Machine Learning New Coming Soon

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

Built by Georgia Institute of Technology

Reinforcement Learning New Coming Soon

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

Built by Georgia Institute of Technology

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