Practical DataOps, 1st ed. Delivering Agile Data Science at Scale
Auteur : Atwal Harvinder
- Develop a data strategy for your organization to help it reach its long-term goals
- Recognize and eliminate barriers to delivering data to users at scale
- Work on the right things for the right stakeholders through agile collaboration
- Create trust in data via rigorous testing and effective data management
- Build a culture of learning and continuous improvement through monitoring deployments and measuring outcomes
- Create cross-functional self-organizing teams focused on goals not reporting lines
- Build robust, trustworthy, data pipelines in support of AI, machine learning, and other analytical data products
Introduces a new method to increase value from data science and machine learning
Helps you get past challenges, barriers, and bottlenecks to create value from data
Guides you in choices for prioritizing analytical work, adopting ways of working, choosing technology, and organizing teams
Date de parution : 12-2019
Ouvrage de 275 p.
17.8x25.4 cm