Online Courses

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)

MOOC-0306

SoftwareCategoriesTitleStatusWhenWeeksOrg
ExcelAnalytics, DataVizData analysis to the MAX()ArchivedFinished: 20158edX
Excel, RprogStatisticsIntro to StatisticsOngoingOn-Demand5Udacity
RprogProgrammingData Camp - R Training PathOngoingOn-DemandVariesDataCamp
RprogProgrammingUdemy - Many Different R VideosOngoingOn-DemandVariesUdemy
Rprog, GithubProgrammingThe Data Scientist’s ToolboxMonthlyOn-Demand4Coursera
RprogWranglingGetting and Cleaning DataMonthlyOn-Demand4Coursera
RprogProgrammingR ProgrammingMonthlyOn-Demand4Coursera
RprogAnalyticsExploratory Data AnalysisMonthlyOn-Demand4Coursera
Rprog SQLAnalyticsSabermetrics 101: Intro to Baseball AnalyticsArchivedFinished: 20146edX
RprogAnalyticsRegression ModelsMonthlyOn-Demand4Coursera
RprogAnalyticsData Analysis with ROngoingOn-Demand8Udacity
n/aAnalyticsStreet Fighting MathArchivedFinished: 20147edX
n/aStatisticsIntroduction to Statistics: Descriptive StatisticsArchivedFinished: 20145edX
n/aStatisticsIntroduction to Statistics: InferenceArchivedFinished: 20145edX
n/aStatisticsIntroduction to Statistics: ProbabilityArchivedFinished: 20145edX
RprogStatisticsStatistical Inference MonthlyOn-Demand4Coursera
RprogStatisticsExplore Statistics with RArchivedFinished: 20145edX
n/aBig DataBig Data and Social PhysicsArchivedFinished: 20141edX
PythonProgrammingUdemy - Several Python CoursesOngoingOn-DemandVariesUdemy
PythonProgrammingIntro to Computer ScienceOngoingOn-Demand12Udacity
PythonAnalyticsCrunching Social Networks OngoingOn-Demand8Udacity
PythonData ScienceIntro to Computational Thinking & Data ScienceArchivedFinished: 20159edX
PythonData ScienceIntro to Data Science OngoingOn-Demand5Udacity
Python, SQL, RprogData ScienceIntroduction to Data ScienceOngoingOn-Demand8Coursera
Rprog, RShinyData ScienceDeveloping Data ProductsMonthly6/1/20154Coursera
WekaData MiningData Mining with WekaArchivedFinished: 20145Waikato
WekaData MiningMore Data MiningArchivedFinished: 20145Waikato
Python, MongoDBData WranglingData Wrangling with MongoDBOngoingOn-Demand8Udacity
RprogStatistical LearningStatistical Learning ArchivedFinished: 201410Stanford
PythonMachine LearningIntro to Machine Learning OngoingOn-Demand10Udacity
RprogMachine LearningPractical Machine LearningMonthlyOn-Demand4Coursera
n/aMachine LearningLearning from DataArchivedFinished: 201310CalTech
PythonMachine LearningMachine Learning 1: Supervised LearningOngoingOn-Demand10Udacity
PythonMachine LearningMachine Learning 2: Unsupervised LearningOngoingOn-Demand5Udacity
PythonMachine LearningMachine Learning 3: Reinforcement LearningOngoingOn-Demand4Udacity
PythonArtificial IntelligenceIntroduction to Artificial Intelligence ArchivedFinished: 201512edX
n/aData MiningPattern Discovery in Data MiningArchivedFinished: 20154Coursera
n/aData VisualizationData VisualizationUpcoming7/20/20154Coursera
D3Data VisualizationData Visualization and D3.jsOngoingOn-Demand7Udacity
MATLAB or OctaveMachine LearningMachine Learing - Andrew NgOngoingOn-Demand10Coursera
MATLAB or OctaveAnalyticsProbabilistic Graphical ModelsArchivedFinished: 201311Coursera
MATLAB or OctaveAnalyticsNeural Networks for Machine LearningArchivedFinished: 20128Coursera
Java, Python, C++AnalyticsCluster Analysis in Data MiningArchivedFinished: 20154Coursera
Java or C++Text MiningText Mining and AnalyticsUpcoming6/8/20154Coursera
Java or PythonText MiningNatural Language Processing (Text Mining)ArchivedFinished: 20125Coursera
JavaAnalyticsIntroduction to Recommender SystemsArchivedFinished: 201314Coursera
PythonBig DataIntroduction to Big Data with Apache SparkOngoing6/1/20154edX
HadoopBig DataIntro to Hadoop and MapReduce OngoingOn-Demand4Udacity
D3, StormBig DataReal-Time Analytics with Apache StormOngoingOn-Demand2Udacity
Apache SparkBig DataScalable Machine LearningUpcoming6/29/20155edX
PythonProgrammingCodeCademyOngoingOn-DemandCodeCademy
PythonProgrammingProgramming for Everybody Upcoming6/1/201510Coursera
AdvancedAnalyticsSolving Complex ProblemsArchivedFinished: 20145edX
AdvancedAnalyticsTeachingTreeOngoingSearchEngineTeachingTree
Python, JavaAnalyticsAlgorithms: Design and Analysis, Part 1Upcoming6/30/20156Stanford
Python, JavaAnalyticsAlgorithms: Design and Analysis, Part 2ArchivedFinished: 20156Stanford
AdvancedAnalyticsMining Massive Datasets , WebsiteArchivedFinished: 20157Stanford
Rprog, Gephi, NetLogoAnalyticsSocial Networks AnalysisArchivedFinished: 20128Coursera