Do you know that SMU Libraries subscribe to platforms like Linkedin Learning and Udemy, with tons of resources if you are keen to pick up skills such as statistics, data science, machine learning or generative AI?
We have hand-picked some courses on different topics and tools below from various platforms. You may be prompted to login with your SMU email address.
Note: Click the column headers to sort the table.
| Resource Title |
Tools |
Topics |
| Learning Statistic with R |
R |
Statistics |
| R Programming for Research |
R |
Research Methods |
| Programming with Python |
Python |
Data Analysis |
| A Byte of Python |
Python |
Programming |
| Version Control with Git |
Git |
Version Control |
| Python Tutorial through W3Schools |
Python |
Programming |
| SQL Tutorial through W3Schools |
SQL |
Programming |
| The Complete SQL Bootcamp: Go from Zero to Hero |
SQL |
Database |
| SPSS Statistics Essential Training |
SPSS |
Statistics |
| Stata's YouTube Channel |
STATA |
Statistics |
| Fundamentals of Data Analysis and Visualization |
STATA |
Statistics |
| The Essential Guide to Stata |
STATA |
Statistics |
| SPSS For Research |
SPSS |
Statistics |
| StatQuest |
Statistics |
Statistics |
| R Programming A-Z™: R For Data Science With Real Exercises! |
R |
Data Science, Programming |
| Tableau 2022 A-Z: Hands-On Tableau Training for Data Science |
Tableau |
Data Science, Data Visualization |
| Tableau 2022 Advanced: Master Tableau in Data Science |
Tableau |
Data Science, Data Visualization |
| Data Science Foundations: Fundamentals (2022) |
R, Python, SQL |
Data Science |
| The Data Science Course: Complete Data Science Bootcamp |
Python |
Data Science |
| Machine Learning A-Z™: AI, Python & R + ChatGPT Bonus [2023] |
Python, R |
Deep Learning, Machine Learning |
| Deep Learning A-Z™ 2023: Neural Networks, AI & ChatGPT Bonus |
Python |
Machine Learning, Neural Networks |
| Python for Data Science and Machine Learning Bootcamp |
Python |
Data Science, Machine Learning |
| NVivo for Beginners |
NVivo |
Qualitative Data Analysis |
| Introduction to Prompt Engineering for Generative AI |
Generative AI |
Generative AI |
| Generative AI learning path by Google |
Generative AI |
Generative AI |
| ATLAS.ti Windows Video Tutorials |
ATLAS.ti |
Qualitative Data Analysis |
