Intermediate
๐ Data Science
Turning raw data into decisions โ the tools, roles, workflows and techniques of data science.
01
What Do Data Scientists Do?
Roles, responsibilities, and how data science fits into an organisation
02
The Data Pipeline
Collect โ clean โ transform โ model โ deploy โ the end-to-end data workflow
03
Data Science vs ML vs AI
Clearing up the confusion between three overlapping but distinct fields
04
Tools of the Trade
Python, SQL, pandas, Jupyter, and the essential toolkit of modern data work
Next: Generative AI โ