khan academy statistics for data science

Use your AU login information to access the courses. R and Python resources contains introductory courses on using R and Python languages for statistical computing and programming.You will find resources for SPSS users at all levels. UCLA Stat Consulting Group contains guides, videos, and annotated output.You will need your AU login information to access this course. SPSS playlist is a free course on statistical computing using IBM SPSS.You will need your AU login information to access this site.

Excel playlist is a playlist with introductory and intermediate courses on using Excel for statistical analysis.

Intermediate and Advanced Stata Skills is a resource of links to guides on merging, appending, and several programming tricks (including macros and loops) maintained by Harvard University Undergrad Research Scholars.Germán Rodríguez's Stata Tutorial is a brief guide to Stata, including how to create graphics and program in Stata.Both beginners and advanced users will find this site useful. UCLA Stat Consulting Group is the most extensive Stata resource available on the web.Finally, note that consultants at the Center for Teaching, Research, and Learning (CTRL) offer both regular software workshops and drop-in hours for AU students, faculty, and staff. A simple search will typically help you solve even the most advanced challenges.

Moreover, there are very few data questions that have not been asked and answered online. In addition to these resources, note that there are hundreds of books on each program, many of them available at the AU Library. Here is a brief list of tutorials and video guides to four of the most common statistical software packages.

Khan academy statistics for data science