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Practical DataOps: Delivering Agile Data Science at Scale
book

Practical DataOps: Delivering Agile Data Science at Scale

by Harvinder Atwal
December 2019
Beginner to intermediate
289 pages
8h 1m
English
Apress
Content preview from Practical DataOps: Delivering Agile Data Science at Scale

Index

A

Acceptance test-driven development (ATDD)
Acceptance tests
Accessing and provisioning data
IAM
RBAC
user-based access
users request
Agile
DataOps manifesto
DataOps, principles
data science
Data science lifecycle
intrateam communication
principles
values
Agile DataOps practices
data pipelines
epic owner
guardrails
ideation
epic hypothesis statement
epic Kanban board
epic prioritization matrix
LPM team
portfolio vision
teams collaboration
WSJF
inception
partial deployment
research and development
Agile frameworks
Kanban method
boards
defined
feedback loops
manage flow practice
principles
WIP limits
workflow
scrum
Scrumban
XP and Scrum/XP Hybrid
Agile Manifesto
Agile scaling
concept stage
DAD
frameworks, compare
SAFe
Scrum of Scrums
Agile software development
AIOps
Airflow workflows
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Publisher Resources

ISBN: 9781484251041Purchase LinkPublisher Website