Data Science
Learn the data science workflow from Python and statistics to analysis, modeling and communication.
ABOUT THE COURSE
About Data Science
Build a foundation in data handling, exploratory analysis and statistical reasoning. Complete guided projects that connect a business question to a dataset, a reproducible analysis and an appropriately evaluated model.
UNDERSTAND THE FIELD
What is Data Science?
TOOLS & TECHNOLOGIES
Tools you will work with
- Python
- pandas
- NumPy
- Matplotlib
- scikit-learn
- SQL
WHAT YOU WILL LEARN
Learning outcomes
- Clean, explore and visualize structured datasets.
- Apply statistical reasoning and introductory prediction models.
- Present a reproducible project with assumptions and limitations.
WHO SHOULD JOIN
Is this course right for you?
Prerequisites / eligibility
Basic computer skills and school-level mathematics; introductory Python practice is recommended.
TAKE THE NEXT STEP
Ready to explore Data Science?
Speak with our counsellors and find the right learning path for you.