Online Education in Analytics, Big Data, Data Science, Machine Learning
| Online Analytics, Data Mining, and Data Science Degree Programs
See also Certificates | Courses
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Apply Now! Prepare for Careers in Data-Driven World Earn Northwestern MS in Data Science, Online 
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- DePaul MS in Predictive Analytics, addresses the growing demand of data scientists that have the right blend of technical and analytical skills to meet the challenge of big data analytics.
- Drexel Online MS in Data Science, set yourself on the path to success in one of today’s fastest growing fields
- Elmhurst College part-time MS in Data Science.
- Georgia Tech Online Master of Science in Analytics, in collaboration with edX.
- The Jefferson College of Population Health program in Population Health Intelligence prepares graduates to be successful in an ever changing data and analytics driven healthcare environment.
- Illinois Institute of Technology (IIT) Master of Data Science, available online starting Fall 2015.
- Indiana University MS in Data Science (Online, Residential, and Hybrid) and an Accredited Certificate in Data Science.
- ITB Ireland MSc in Business Intelligence and Data Mining, online, 2 year part-time.
- Lewis University online, 36 credit hour MS in Data Science, offers two concentrations: Data Science for Computer Scientists and Data Science for Life Scientists.
- Maryville University Online MS in Business Data Analytics is designed to help students advance their skills in data analytics, warehousing, mining, and visualization, and also prepare them for Microsoft SQL and AZURE certification exams.
- Northcentral University Online Master of Science in Data Science program takes students through a broad range of topics such as the principles of data science, data mining, big data integration and data visualization.
- Northcentral University Online Doctor of Philosophy in Data Science: Students will gain in-depth knowledge of critical topics, learn from curriculum aligned with industry needs, and get hands-on experience.
- Northwestern University Online Master of Science in Predictive Analytics, prepares students to meet the growing demand for data-driven leadership and problem solving.
- Notre Dame's Online MS-ACMS Data Science program prepares graduates for immediate career growth and long-term success as data scientists.
- Oklahoma State University (OSU) MS in Business Analytics, with 3 SAS certificate options.
- Ottawa University BS in Data Science and Technology.
- Oxford Undergraduate Advanced Diploma in Data and Systems Analysis, a 9-months course.
- Penn State Online Masters of Data Analytics and Masters of Data Analytics – Business Analytics Option.
- Purdue University Global MS in Information Technology with a concentration in Business Intelligence and Analytics, focusing on the business side of technology, including data mining concepts, algorithms, and applications.
- Rice University online MBA program offers Data Analysis as a part of its core curriculum, teaching students to apply practical applications to real problems.
- Rutgers Online Master of Information, help organizations and businesses secure, analyze, organize and leverage digital resources.
- Saint Mary's MS in Data Science, 36-credit mathematically rigorous program. Gain the mathematical and computational depth needed to refine the tools others simply use. Online and on-campus one weekend session each August.
- SJU: Saint Joseph's University Online MS Degree in Business Intelligence & Analytics, taught with participation of SJU School of Business; graduates also receive Business Intelligence Certificate from SAS.
- SMU MS in Data Science, in partnership with 2U, is designed to train and develop data scientists to manage, analyze, interpret, make decisions and present information from large data sets.
- SNHU Online BS in Data Analytics combines facets of business, information technology and mathematics with data mining, simulation and optimization.
- SNHU Online MS in Data Analytics, this 36-credits program prepares students to be a strategic asset to any enterprise.
- Syracuse U. Online MBA Specializing in Business Analytics, preparing students for an analytical career in accounting, finance, marketing, and supply chain management through techniques in data analysis.
- Texas A&M Master of Science in Analytics, a five-semester, part-time program for working professionals available online or on-campus in Houston, TX, USA.
- Thomas Edison State University (TESU) BS in Data Science Analytics in partnership with Statistics.com.
- UMUC: University of Maryland University College Online MS Degree in Data Analytics.
- UNC Online MBA Specializing in Data Analytics and Decision Making, for students who want to enhance their abilities to make strategic business decisions based on the use of data.
- University of Maryland Online Master of Business Administration (Specialization in Information Systems & Business Analytics), learn to manage and analyze data and design and implement information systems in as few as 21 months.
- U. Missouri MS in Data Science and Analytics, a 34-credit, online and mixed mode delivery, multidisciplinary program.
- U. of Wisconsin MS in Data Science, 12 courses taught by diverse and distinguished faculty.
- U. of Wisconsin-Madison online MS in Applied Computing and MS in Engineering Data Analytics
- Villanova University Online Master of Science in Analytics, 33-credit hour program can be earned in as few as 20 months.
- WGU MS in data analytics and certifications in Oracle and SAS, online.
Check Data Mining Course, developed by KDnuggets President Gregory Piatetsky-Shapiro, Ph.D. and Prof. Gary Parker, teaching modules for a complete one-semester introductory course on Data Mining, freely available thanks to a grant by W. M. Keck Foundation and Howard Hughes Medical Institute.
See also a Masters In Data Science directory of online MS degrees in Business Analytics.
See a more complete list of Certificates in Analytics, Data Mining, and Data Science, many offered online or in blended format.
Online Analytics, Data Mining, and Data Science Certificates
See also Degrees | Courses
- ASU Applied Business Data Analytics Undergraduate Certificate
- Business Analytics Certificates from BeyeUniversity, sponsored by Sybase.
- Cloudera Certified Professional (CCP): Data Scientist
- Coursera JHU Data Science Specialization
- Microsoft Professional Program Data Science track.
- Oklahoma State University Online Graduate Data Mining Certificate Program.
- NJIT (New Jersey Institute of Technology) Graduate Certificate in Data Mining, provides an introduction to data mining with an emphasis on large-scale databases.
- Nova Southeastern University Graduate Certificate in Business Intelligence / Analytics, online or on-campus.
- San Jose State University (SJSU) Certificate in Big Data program online
- Simplilearn Big Data and Analytics Training and certificates
- Stanford CPD Data Mining and Applications Graduate Certificate, 3 courses.
- Stanford CPD Mining Massive Data Sets Graduate Certificate, 4 Courses.
- Statistics.com Certificate Programs in Analytics and Statistical Studies (PASS)
- The Data Incubator Data Science Certificate Programs, online data science foundations and applied machine learning programs for busy professionals, job placement support provided for graduates.
- UCI: U. of California, Irvine Extension, Predictive Analytics Certificate Program, a comprehensive online program.
- University of Louisville Graduate Certificate in Data Mining, completed online in 12 months.
- UW (University of Washington) Certificate in Data Science, classroom or online format.
- U. of Wisconsin Milwaukee Online Graduate Certificate in Business Analytics
- Villanova University CPBI (Certified Professional in Business Intelligence) certification, online.
Online Courses and resources in Analytics, Data Mining, and Data Science and related topics
See also Degrees | Certificates
- Big Data University, offering online classes on Hadoop and DB2.
- Booz Allen Hamilton "Explore Data Science", an online course, with 40 hours of interactive content, including 32 missions.
- Caltech Learning from Data, taught by Prof. Yaser Abu Mostafa, free, take at your own pace
- Class Central Data Science and Big Data courses from top universities like Stanford, MIT, and Harvard.
- CMU Open Learning Initiative, offers online courses to anyone who wants to learn or teach.
- CourseBuffet organizing MOOC courses on Big Data, Data Science, Statistics, and more.
- Coursera, the leader in online education
- DataCamp, interactive R tutorials and Data Science courses on R programming, data manipulation, visualization, and more.
- EMC Data Science and Big Data Analytics open course.
- Guru99, free video tutorials on Big Data, Web, SAP, and more.
- Hackr.io crowd-sourced list of best online tutorials in Machine Learning
- Jigsaw Academy, analytics training including Analytics for MBA, and SAS.
- LearnAnalytics India, delivering SAS and Advanced Analytics training online and offline.
- Metis, offering online Data Science education, and on-site Data Science bootcamps and training.
- MIT OpenCourseWare : Data Mining, features XLMiner tools, designed by the instructor, Nitin Patel. Also many other relevant courses in MIT OpenCourseWare.
- OpenClassroom Machine Learning Course, by Andrew Ng.
- Oregon State U. Predictive Analytics Course, learn the art and science of Predictive Analytics for improving business performance.
- Oxford Machine Learning (and Deep Learning) course (slides, video, problems freely available), taught by Nando de Freitas in 2014-2015.
- Predictive Analytics Applied - An Online Introduction, short introductory online course from Eric Siegel, the founder of Predictive Analytics World.
- Springboard Intro to Data Science online workshops.
- Springboard Data Science Career Track.
- Statistics.com, offering many on-line short courses in statistics, data mining, and data science.
- Statsoft Electronic Statistics Textbook, freely available.
- Syracuse Applied Data Science Open Online Course
- UC San Diego Data Mining Courses, part of Data Analysis study area.
- Udacity Data Science Courses, learn data science from industry experts at Facebook, Cloudera, MongoDB, Georgia Tech, and more.
- Udemy Data Science-related courses
- UH Data Mining Hypertextbook and Course, a new model for the data mining course, which includes a significant project on real-world data, and surveying the learning styles of students.
- Video lectures from conferences, workshops and the scientific lectures in the areas of machine learning, data and text mining, and semantic web.
- U. Waikato Online course: Data Mining with Weka, 5 week course
- Weka tutorials (Video), covering Classification, Prediction, Clustering, and Text Mining.
- Woz-U Data Science Program, where students solve real-world problems with data in browser-based labs with HD streaming video instruction.
- Zeolearn Data Science Training.
- Zipfian Academy Intro to Data Science Online Class Series, 6 online classes.
Why You Shouldn’t be a Data Science Generalist