Data
Data Science & Analytics
Turn raw data into decisions people actually act on.
Data Science — Professional
Data engineering, warehousing and analytics leadership at organisational scale.
115 study hours
720 pages
11 modules
PDF ebook
What is inside
01
Data warehouse and lakehouse architecture
02
ETL and ELT pipeline design
03
Apache Spark for large-scale processing
04
Streaming data with Kafka
05
Orchestration with Airflow and dbt
06
Data modelling: star schema and dimensional design
07
Data quality, lineage and governance
08
Causal inference and experimentation platforms
09
Cost optimisation in cloud warehouses
10
Building and leading a data team
11
Data privacy and the DPDP Act in practice
By the end you can
- Design a data platform from ingestion to reporting
- Run reliable pipelines over large datasets
- Set data strategy and governance for an organisation