The below table is organized across a variety of categories. For Software, both Rprog and Python are used in a majority of courses, and more recently there are courses covering Hadoop. Common topics are statistics and machine learning. (last updated 06-07-2015)

Software | Categories | Title | Status | When | Weeks | Org |
---|---|---|---|---|---|---|

Excel | Analytics, DataViz | Data analysis to the MAX() | Archived | Finished: 2015 | 8 | edX |

Excel, Rprog | Statistics | Intro to Statistics | Ongoing | On-Demand | 5 | Udacity |

Rprog | Programming | Data Camp - R Training Path | Ongoing | On-Demand | Varies | DataCamp |

Rprog | Programming | Udemy - Many Different R Videos | Ongoing | On-Demand | Varies | Udemy |

Rprog, Github | Programming | The Data Scientistâ€™s Toolbox | Monthly | On-Demand | 4 | Coursera |

Rprog | Wrangling | Getting and Cleaning Data | Monthly | On-Demand | 4 | Coursera |

Rprog | Programming | R Programming | Monthly | On-Demand | 4 | Coursera |

Rprog | Analytics | Exploratory Data Analysis | Monthly | On-Demand | 4 | Coursera |

Rprog SQL | Analytics | Sabermetrics 101: Intro to Baseball Analytics | Archived | Finished: 2014 | 6 | edX |

Rprog | Analytics | Regression Models | Monthly | On-Demand | 4 | Coursera |

Rprog | Analytics | Data Analysis with R | Ongoing | On-Demand | 8 | Udacity |

n/a | Analytics | Street Fighting Math | Archived | Finished: 2014 | 7 | edX |

n/a | Statistics | Introduction to Statistics: Descriptive Statistics | Archived | Finished: 2014 | 5 | edX |

n/a | Statistics | Introduction to Statistics: Inference | Archived | Finished: 2014 | 5 | edX |

n/a | Statistics | Introduction to Statistics: Probability | Archived | Finished: 2014 | 5 | edX |

Rprog | Statistics | Statistical Inference | Monthly | On-Demand | 4 | Coursera |

Rprog | Statistics | Explore Statistics with R | Archived | Finished: 2014 | 5 | edX |

n/a | Big Data | Big Data and Social Physics | Archived | Finished: 2014 | 1 | edX |

Python | Programming | Udemy - Several Python Courses | Ongoing | On-Demand | Varies | Udemy |

Python | Programming | Intro to Computer Science | Ongoing | On-Demand | 12 | Udacity |

Python | Analytics | Crunching Social Networks | Ongoing | On-Demand | 8 | Udacity |

Python | Data Science | Intro to Computational Thinking & Data Science | Archived | Finished: 2015 | 9 | edX |

Python | Data Science | Intro to Data Science | Ongoing | On-Demand | 5 | Udacity |

Python, SQL, Rprog | Data Science | Introduction to Data Science | Ongoing | On-Demand | 8 | Coursera |

Rprog, RShiny | Data Science | Developing Data Products | Monthly | 6/1/2015 | 4 | Coursera |

Weka | Data Mining | Data Mining with Weka | Archived | Finished: 2014 | 5 | Waikato |

Weka | Data Mining | More Data Mining | Archived | Finished: 2014 | 5 | Waikato |

Python, MongoDB | Data Wrangling | Data Wrangling with MongoDB | Ongoing | On-Demand | 8 | Udacity |

Rprog | Statistical Learning | Statistical Learning | Archived | Finished: 2014 | 10 | Stanford |

Python | Machine Learning | Intro to Machine Learning | Ongoing | On-Demand | 10 | Udacity |

Rprog | Machine Learning | Practical Machine Learning | Monthly | On-Demand | 4 | Coursera |

n/a | Machine Learning | Learning from Data | Archived | Finished: 2013 | 10 | CalTech |

Python | Machine Learning | Machine Learning 1: Supervised Learning | Ongoing | On-Demand | 10 | Udacity |

Python | Machine Learning | Machine Learning 2: Unsupervised Learning | Ongoing | On-Demand | 5 | Udacity |

Python | Machine Learning | Machine Learning 3: Reinforcement Learning | Ongoing | On-Demand | 4 | Udacity |

Python | Artificial Intelligence | Introduction to Artificial Intelligence | Archived | Finished: 2015 | 12 | edX |

n/a | Data Mining | Pattern Discovery in Data Mining | Archived | Finished: 2015 | 4 | Coursera |

n/a | Data Visualization | Data Visualization | Upcoming | 7/20/2015 | 4 | Coursera |

D3 | Data Visualization | Data Visualization and D3.js | Ongoing | On-Demand | 7 | Udacity |

MATLAB or Octave | Machine Learning | Machine Learing - Andrew Ng | Ongoing | On-Demand | 10 | Coursera |

MATLAB or Octave | Analytics | Probabilistic Graphical Models | Archived | Finished: 2013 | 11 | Coursera |

MATLAB or Octave | Analytics | Neural Networks for Machine Learning | Archived | Finished: 2012 | 8 | Coursera |

Java, Python, C++ | Analytics | Cluster Analysis in Data Mining | Archived | Finished: 2015 | 4 | Coursera |

Java or C++ | Text Mining | Text Mining and Analytics | Upcoming | 6/8/2015 | 4 | Coursera |

Java or Python | Text Mining | Natural Language Processing (Text Mining) | Archived | Finished: 2012 | 5 | Coursera |

Java | Analytics | Introduction to Recommender Systems | Archived | Finished: 2013 | 14 | Coursera |

Python | Big Data | Introduction to Big Data with Apache Spark | Ongoing | 6/1/2015 | 4 | edX |

Hadoop | Big Data | Intro to Hadoop and MapReduce | Ongoing | On-Demand | 4 | Udacity |

D3, Storm | Big Data | Real-Time Analytics with Apache Storm | Ongoing | On-Demand | 2 | Udacity |

Apache Spark | Big Data | Scalable Machine Learning | Upcoming | 6/29/2015 | 5 | edX |

Python | Programming | CodeCademy | Ongoing | On-Demand | CodeCademy | |

Python | Programming | Programming for Everybody | Upcoming | 6/1/2015 | 10 | Coursera |

Advanced | Analytics | Solving Complex Problems | Archived | Finished: 2014 | 5 | edX |

Advanced | Analytics | TeachingTree | Ongoing | SearchEngine | TeachingTree | |

Python, Java | Analytics | Algorithms: Design and Analysis, Part 1 | Upcoming | 6/30/2015 | 6 | Stanford |

Python, Java | Analytics | Algorithms: Design and Analysis, Part 2 | Archived | Finished: 2015 | 6 | Stanford |

Advanced | Analytics | Mining Massive Datasets , Website | Archived | Finished: 2015 | 7 | Stanford |

Rprog, Gephi, NetLogo | Analytics | Social Networks Analysis | Archived | Finished: 2012 | 8 | Coursera |