Digital Learning Lab External Resources
For further support at your own pace, please feel free to explore the following links. These include Youtube videos, references and examples of scholarly work from other institutions and step by step guides on downloading and using the programs.
Powerpoint
Beginner:
https://www.youtube.com/watch?v=MYgjFGT7INY
https://www.youtube.com/watch?v=XF34-Wu6qWU
https://www.youtube.com/watch?v=eqscPLo9oTg
Intermediate:
https://www.youtube.com/watch?v=dwrcleZUanU
https://www.youtube.com/watch?v=r2AljfmCsKk
https://www.youtube.com/watch?v=r2AljfmCsKk
Advanced:
https://www.youtube.com/watch?v=87uoUhvZbuU
https://www.youtube.com/watch?v=gfB5QUMwN_0
https://www.youtube.com/watch?v=d4UX3LSNoSw
Making a Great Title Screen: https://www.youtube.com/watch?v=hLwrT-X4Ig4
Adding Music: https://www.youtube.com/watch?v=tBiwTRLVOd0
Adding a Photo Slideshow: https://www.youtube.com/watch?v=87dj0tGfEaE
Minimal Powerpoint: https://www.youtube.com/watch?v=qMeSW3Eyzv8
Morph Transition Guideline: https://www.youtube.com/watch?v=wqC-19IIlRk
How to Customize Presentations: https://www.youtube.com/watch?v=obaRtiCQg08
How to Create Flowcharts: https://www.youtube.com/watch?v=nfOKN_rmSjA
How to Improve Presentations for Graduate Students: http://www.cyto.purdue.edu/archive/Education/2010_data/Presentation_101_for_Graduate_Students.pdf
How to Make Great Powerpoints: https://cft.vanderbilt.edu/guides-sub-pages/making-better-powerpoint-presentations/
R
Beginner:
https://www.youtube.com/watch?v=9kYUGMg_14s
https://www.youtube.com/watch?v=e8B9YU_M5FM
https://www.youtube.com/watch?v=DZhDnLs4gbc
Intermediate:
Intermediate R Workshop: https://www.youtube.com/watch?v=pSWaOOniVBk
Intermediate R Workshop 2019: https://www.youtube.com/watch?v=xV7JNWTfsww
Intermediate R Lessons: https://www.youtube.com/watch?v=qaDIAJRoGGQ
Advanced:
Advanced R Markdown 2-Day Workshop: https://www.youtube.com/watch?v=6JX4UNxEOLU
UC Berkeley R Bootcamp: https://www.youtube.com/watch?v=VVUn_R-ExlQ
R Programming dplyr Advanced: https://www.youtube.com/watch?v=cavtFdvII4A
What is Data Science: https://www.youtube.com/watch?v=1TNQVMO0aO4
How to Install R: https://www.youtube.com/watch?v=t2FBzO_NKSI
Complete Data Visualization: https://www.youtube.com/watch?v=RPTLS6SUMf8
Datacamp R Tutorial: https://www.statmethods.net/r-tutorial/index.html
The R Project for Statistical Computing: https://www.r-project.org/
Review of R Statistical Methods: https://www.statmethods.net/stats/index.html
SAS
Beginner:
How to Learn SAS: https://www.youtube.com/watch?v=-31TLJt1ZPw
What is SAS; SAS Tutorial for Beginners: https://www.youtube.com/watch?v=6oeeedtz9Gg
Mike’s SAS Tutorials: https://www.youtube.com/user/mbate001
Intermediate:
SAS Guide to the Intermediate Level: https://support.sas.com/documentation/cdl/en/statug/63347/HTML/default/viewer.htm#statug_calis_sect004.htm
Intermediate & Advanced SAS Macros: https://support.sas.com/resources/papers/proceedings/proceedings/sugi31/107-31.pdf
Enhancing Your Programming with SAS: https://www.lexjansen.com/wuss/2007/ApplicationsDevelopment/APP_Billings_EnhanceProgramming.pdf
Advanced:
Advanced SAS Programming: https://www.youtube.com/watch?v=HPR_vlJuX1k
Designing an Advanced SAS Macro: https://www.youtube.com/watch?v=63mWty9aZsA
Advanced Tips for Manipulating Dada in SAS Procedures: https://www.lexjansen.com/pharmasug/2005/TechnicalTechniques/tt12.pdf
SAS Home Page: https://www.sas.com/en_us/home.html
What is the SAS System: http://support.sas.com/documentation/cdl/en/basess/58133/HTML/default/viewer.htm#a001310736.htm
SAS Youtube Page: https://www.youtube.com/SASsoftware
18 Free Resources to Help You Learn SAS: https://www.sascrunch.com/18-free-resources-to-help-you-learn-sas.html
100 Free Tutorials to Learn SAS: https://www.datasciencecentral.com/profiles/blogs/100-free-tutorials-to-learn-sas
SPSS
Beginner:
How to Use SPSS: https://www.youtube.com/watch?v=i8lmUkB4lag
SPSS for Beginners: https://www.youtube.com/watch?v=AAl0tbmWYFw
SPSS for Beginners- Selecting Cases: https://www.youtube.com/watch?v=cNMI64tiQVQ
Intermediate:
Data Analysis with R and SPSS: https://www.youtube.com/watch?v=2Icv46ARaUA
SPSS Intermediate Data Preparation: https://www.youtube.com/watch?v=CxNHj9DrmTE
Intermediate SPSS Videos: https://www.youtube.com/watch?v=ZKiRNwMT6xI&list=PLw93TUuxrFAaEhfh__LCTQ1uvRCh0KhvB
Advanced:
Advanced Quantitative Analysis Using SPSS: https://www.youtube.com/watch?v=uFQo7IiFsAM
Introduction on Advanced Usage of SPSS: https://www.youtube.com/watch?v=XEJo3Y6zGhs
SPSS Skills- Your Research Using SPSS: https://www.youtube.com/watch?v=e9E7lfNG6ZM
SPSS Home Page: https://www.ibm.com/analytics/spss-statistics-software
Learn SPSS in 15 minutes: https://www.youtube.com/watch?v=TZPyOJ8tFcI
How to Download and Install SPSS for Free on Macros: https://www.youtube.com/watch?v=7eUffincW6o
What is SPSS and How Does it Benefit Survey Data Analysis? https://www.surveygizmo.com/resources/blog/what-is-spss/
SPSS Tutorials: https://www.spss-tutorials.com/
SPSS Step by Step Tutorial: http://www.datastep.com/SPSSTutorial_1.pdf
SPSS Basics Tutorials: https://www.spss-tutorials.com/basics/
One Sample T-Test Using SPSS Statistics: https://statistics.laerd.com/spss-tutorials/one-sample-t-test-using-spss-statistics.php
Using SPSS to Understand Research and Data Analysis: https://scholar.valpo.edu/cgi/viewcontent.cgi?article=1000&context=psych_oer
LaTeX
Beginner:
LaTeX for Beginners: http://www.docs.is.ed.ac.uk/skills/documents/3722/3722-2014.pdf
LaTeX Video Tutorial for Beginners: https://www.overleaf.com/learn/latex/LaTeX_video_tutorial_for_beginners_(video_1)
LaTeX for Beginners, UC Riverside: http://math.ucr.edu/~huerta/latexforbeginners.html
Intermediate:
Intermediate LaTeX: http://www.math.utk.edu/~msaum/papers/intLaTeX1.pdf
Intermediate LaTeX and BibTeX: http://www.mjdenny.com/workshops/LaTeX_Intermediate.pdf
Intermediate Mathematics in LaTeX: https://www.youtube.com/watch?v=BgZ5cHV5RGg
Advanced:
How to Integrate R Code into LaTeX: https://www.youtube.com/watch?v=e7bMUgtIkz4
LaTeX tutorial- Advanced Tables: https://www.youtube.com/watch?v=y7B7FbnJbas
Tutorial LaTeX Advanced (Playlist): https://www.youtube.com/watch?v=1cEdqTMtHZQ&list=PL-nSA3GJLW-922bXOpbGdJpApcA-qRNXD
LaTeX Tutorial: https://www.latex-tutorial.com/
LaTeX Tutorial (2): https://www.um.edu.mt/__data/assets/pdf_file/0004/171373/LaTeX_Tutorial.pdf
A (Not So) Short Introduction to LaTeX: https://ctan.org/pkg/lshort-english
5 Reasons to Use LaTeX: https://bitesizebio.com/13653/5-reasons-to-use-latex-the-typesetting-engine-not-the-gloves/
LaTeX- A Document Preparation System: https://www.latex-project.org/
Using LaTeX for Writing Research Papers: http://data-mining.philippe-fournier-viger.com/latex-for-making-good-looking-research-papers/
Python
Beginner:
Python for Beginners: https://www.youtube.com/watch?v=_uQrJ0TkZlc
Python for Beginners (2): https://www.python.org/about/gettingstarted/
Learn Python- Full Course for Beginners: https://www.youtube.com/watch?v=rfscVS0vtbw
Intermediate:
Intermediate Python Tutorials Playlist: https://www.youtube.com/watch?v=JkmjK84Crcg&list=PL1A2CSdiySGLPTXm0cTxlGYbReGqTcGRA
Intermediate Python Playlist (2): https://www.youtube.com/watch?v=xFciV6Ew5r4&list=PLaL2yxczKLcDWDRB0ZrxsuKlupJU0Njje
Intermediate Python Tutorial- Optional Parameters: https://www.youtube.com/watch?v=0VdzZQdaZ28
Advanced:
Advanced Metaphors in Coding with Python: https://www.youtube.com/watch?v=0VdzZQdaZ28
Advanced Python Tutorial: https://www.youtube.com/watch?v=iMOIGsNHQjM
Advanced Python Tutorials: https://realpython.com/tutorials/advanced/
How to Run Your Python Scripts: https://realpython.com/run-python-scripts/
How to Start Programming in Python: https://www.wikihow.com/Start-Programming-in-Python
Getting Started with Python Programming: https://artofproblemsolving.com/wiki/index.php/Getting_Started_With_Python_Programming
Python for SPSS: https://www.spss-tutorials.com/spss-python-basics/
Python Programming Examples: https://www.programiz.com/python-programming/examples
Using Python for Research: https://online-learning.harvard.edu/course/using-python-research
Advantages of Python Over Other Programming Languages: https://elearningindustry.com/advantages-of-python-programming-languages
Stata
Beginner:
Introduction to STATA: https://www.youtube.com/watch?v=oj0wY76iPt8
Introduction to Basic Data Analysis Using STATA: https://www.youtube.com/watch?v=PdcMHIUEs9c
STATA Basic Panel Regression: https://www.youtube.com/watch?v=9NseFpp0Rrc
Intermediate:
Intermediate STATA: http://fmwww.bc.edu/GStat/docs/StataInter.pdf
Intermediate STATA (2): https://fhssrsc.byu.edu/_layouts/15/WopiFrame.aspx?sourcedoc=/SiteAssets/SitePages/Stata%20Workshops/Intermediate%20Stata%20Workshop%20Slides.ppt&action=default
STATA Programs for Using Intermediate Data Structure: https://portal.research.lu.se/ws/files/3721747/8847358.pdf
Advanced:
Advanced STATA Programming: https://vimeo.com/63607437
Advanced STATA Output: https://www.youtube.com/watch?v=UemL7uYM6Lc
Advanced Training on Data Management & Analyses for Surveys Using STATA Course: https://www.statalist.org/forums/forum/general-stata-discussion/general/1436183-advanced-training-on-data-management-analyses-for-surveys-using-stata-course
Why Use STATA? https://www.theanalysisfactor.com/why-use-stata/
Using STATA for Logistic Regression: https://www3.nd.edu/~rwilliam/stats2/Logistic-Stata.pdf
Data Analysis- Data Manipulation & Analysis Using STATA: https://weblearn.ox.ac.uk/access/content/group/e05e05d2-f4ce-4a24-a008-031832bd1509/LearningRes_Open/DA003_Stata_DataManipulationAndAnalysisv3.4_course%20book_IR.pdf
Regression Analysis Using STATA: https://www.nuffield.ox.ac.uk/media/3156/ols-regression-using-stata.pdf
STATA Quick Tip- Margins: https://www.youtube.com/watch?v=7maMbX_65b0
MatLab
Beginner:
Step by Step Guide- MatLab Use for EEG Data: https://www.youtube.com/watch?v=qDxrexh399w
MatLab for Beginners: https://www.youtube.com/watch?v=0x4JhS1YpzI
Find Period of a Data Using Frequency Domain Analysis: https://www.youtube.com/watch?v=vqDX0iBC9-k
Intermediate:
Intermediate Programming Video Tutorial (Playlist): https://www.youtube.com/watch?v=Kx4jIaGw7Wk&list=PLlnduVW2W2-A81RNRvFFnCXICGMg8562a
Intermediate Debugging Techniques: https://www.youtube.com/watch?v=-dpIJ17hZDw
MatLab for Intermediate Learner: https://www.youtube.com/watch?v=Ez8Ziurspgk
Advanced:
Reading Video Filed with MatLab: https://www.youtube.com/watch?v=_blCNlpgk1Y
Taking Screenshots with MatLab: https://www.youtube.com/watch?v=s19oD9bbU6U
Advanced Programming Techniques using MatLab: https://www.youtube.com/watch?v=0OsBNqwo4Jw
How to Install MatLab through CGU: https://my.cgu.edu/it/academic-support/software-applications/
MatLab Home Page: https://www.mathworks.com/products/matlab.html
How to Install Toolboxes in MatLab Support Package: https://www.youtube.com/watch?v=VYGHArawk5s
MatLab Tutorial: https://www.tutorialspoint.com/matlab/
Biological Sciences and MatLab: https://www.mathworks.com/solutions/biological-sciences.html
MatLab GUI Application for Teaching Electronics: https://www.intechopen.com/books/engineering-education-and-research-using-matlab/matlab-gui-application-for-teaching-electronics
ATLAS.ti
Beginner:
ATLAS.ti 8 for Windows- Introductory Webinar: https://www.youtube.com/watch?v=E05DDBplmRI
ATLAS.ti Windows for Beginners: https://atlasti.com/wp-content/uploads/2016/12/ATLAS.ti-8-Windows-Beginners.pdf
ATLAS.ti Introduction: https://www.youtube.com/watch?v=m9HAFeFKPQ0
Intermediate:
Increasing the Reusability of Qualitative Data with XML: http://www.qualitative-research.net/index.php/fqs/article/view/1037/2243#g41
Inter-coder Agreement in ATLAS.ti 8 Windows: https://www.youtube.com/watch?v=HPJIrqIrLxk
ATLAS.ti Tutorial- Code Management: https://www.youtube.com/watch?v=_f1jO3B4Z18
Advanced:
Advanced User Interface Functions- Renaming and Modifying Objects: https://www.youtube.com/watch?v=OZLkUXieHSE
Using ATLAS. Ti for Discourse Analysis of Online Interactional Data: https://www.youtube.com/watch?v=1DPOhacxEdQ
Advanced Features of ATLAS. Ti for Windows: http://downloads.atlasti.com/training/eLarning_Course_async_beyond_EN.pdf
ATLAS.ti Home Page: https://atlasti.com/
ATLAS.ti video Tutorials: https://atlasti.com/video-tutorials/
ATLAS.ti Tutorial- Coding Basics: https://www.youtube.com/watch?v=TUZpXEySp1U
ATLAS.ti Youtube Page: https://www.youtube.com/channel/UCYR-VG5Ar7-Idr0W1WWy6Yw
ATLAS.ti in 10 Steps: https://kb.lsa.umich.edu/lsait/index.php/Atlas.ti_in_10_steps
ATLAS.ti for Mac: https://atlastitraining.files.wordpress.com/2015/07/atlas-ti-mac-manual.pdf
ATLAS.ti- A Qualitative Data Analysis Tool: http://www.sxf.uevora.pt/wp-content/uploads/2013/03/ATLAS.ti-5.2-A-Qualitative-Data-Analysis-Tool.pdf
Using ATLAS.ti to Facilitate Data Analysis for a Systemic Review of Leadership Competencies in the Completion of a Doctoral Dissertaion: https://digitalcommons.salve.edu/cgi/viewcontent.cgi?article=1067&context=fac_staff_pub
Tableau
Beginner:
Tableau Training for Beginners: https://www.youtube.com/watch?v=fO7g0pnWaRA
Tableau Training for Beginners- Data & Tools: https://www.youtube.com/watch?v=iwbfos67hHA
Tableau for Beginners- Data Visualization Made Easy: https://www.analyticsvidhya.com/blog/2017/07/data-visualisation-made-easy/?utm_source=blog&utm_medium=learning-path-tableau-expert
Intermediate:
Intermediate Tableau Guide for Data Science & Business Intelligence Professionals: https://www.analyticsvidhya.com/blog/2018/01/tableau-for-intermediate-data-science/?utm_source=blog&utm_medium=learning-path-tableau-expert
Intermediate Tableau Youtube Playlist: https://www.youtube.com/watch?v=Dhb2RySib-g&list=PLXa5k-zW5T_3tM75xOPxwnNhdZIKkjmos
Tableau Intermediate- Lollipop Graph: https://www.youtube.com/watch?v=ueCPuAvadIM
Advanced:
Advanced Tableau Guide: https://www.youtube.com/watch?v=SJeY6jBiYiE
Advanced Tableau Guide Youtube Playlist: https://www.youtube.com/watch?v=ByA8CUdlxY8&list=PLo2x9bP_pLA64qQSKhgYolYAsDmhuxgk6
A Step-by Step Guide to Learn Advanced Tableau: https://www.analyticsvidhya.com/blog/2018/03/tableau-for-advanced-users-easy-expertise-in-data-visualisation/?utm_source=blog&utm_medium=learning-path-tableau-expert
Claremont Colleges Tableau Reference Page: https://libguides.libraries.claremont.edu/TableauDataViz
Papers Using Tableau Research: https://research.tableau.com/papers
University of Kentucky Tableau Reference Page: https://www.uky.edu/iraa/tableau
How to Master Calculations in Tableau: https://www.youtube.com/watch?v=SgIns64-XnQ
Becoming a Tableau Jedi: https://www.youtube.com/watch?v=d22A4XVoUEs
Top Ten Tableau Dashboard Design Tips: https://www.youtube.com/watch?v=Lu0jrymqOGM
Institutional Research Using Tableau: https://www.tableau.com/resource/institutional-research