DareData Knowledge Center

Index of Relevant Content for Data Scientists, Data Engineers and Machine Learning Engineers

Data Science

Anything that is analysis, visualization, and ML.

Skill	Summary	Link
Several	Lisbon Data Science Academy Github	link

Data Engineering

Anything having to do with ETLs.

Skill	Summary	Link
Several	Materials from DataTalks Free Data Engineering course	link
Snowflake	DareData Snowflake Introduction Tutorial	link

Infrastructure and CI/CD

Anything that includes architecture, provisioning, or CI/CD.

Skill	Summary	Link
Ansible	Ansible Tutorial by Jeff Geerling	link
Ansible	DareData Ansible Introduction Tutorial	link
Terraform	DareData Terraform Introduction Tutorial	link

Software Engineering

Everything we do has a component of software engineering. We should be the best engineers that we can.

Skill	Summary	Link
Git	Atlassian Git Tutorial	link
Python	DareData Python Development Environment Tutorial	link
Testing	DareData Testing Essential Concept	link