Courses and Nanodegree Programs

Predictive Analytics for Business
Learn to apply predictive analytics and business intelligence to solve real-world business problems

In collaboration with:  Alteryx Tableau

Become a Data Analyst
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.

In collaboration with:  Kaggle Tableau Mode

Become a Machine Learning Engineer
In this program you will master Supervised, Unsupervised, Reinforcement, and Deep Learning fundamentals. You will also complete a capstone project in your chosen domain.

In collaboration with:  Kaggle AWS

Become a Data Scientist
Work on real-world data science projects designed by industry leaders. Enjoy support from mentors. Build your portfolio, and advance your data science career.

In collaboration with:  Bertelsmann Figure Eight IBM Watson Insight Kaggle Starbucks

Deep Learning
Show off what you've learned in your Nanodegree program with a project that defines

In collaboration with:  Google

Intro to Data Analysis
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
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
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.

In collaboration with:  Google

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

In collaboration with:  Zipfian

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

In collaboration with:  Cloudera

Real-Time Analytics with Apache Storm
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!

In collaboration with:  Twitter

Data Analysis with R
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.

In collaboration with:  Facebook

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

In collaboration with:  MongoDB

Model Building and Validation
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.

In collaboration with:  AT&T

Intro to Statistics
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
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!
Machine Learning
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
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
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
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
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
Learn how to use classification predictive models to solve business problems involving non-numeric data.

In collaboration with:  Alteryx

Data Visualization in Tableau
Learn the fundamentals of data visualization and practice communicating with data.
GitHub & Collaboration
Learn how to interact with remote repositories and collaborate with other developers on GitHub.
Problem Solving with Advanced Analytics
Learn a scientific approach to solving problems with data, a foundational skill for anyone interested in making data driven decisions in a business context.

In collaboration with:  Alteryx

Creating an Analytical Dataset
Learn how to prepare data to ensure the efficacy of your analysis while improving fluency in Alteryx.

In collaboration with:  Alteryx

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