Course description
Data Science and Agile Systems for Product Management
Agile systems in a DevOps environment requires that products are built completely differently from a traditional designs. Modularity, open set architectures, and flexible data management paradigms are a starting point. The evolutionary nature of the product with so much change enables functionality, design, and technology to drive and influence each other simultaneously. And beneath it all is a data collection and feedback loop essential for anticipating and reacting to business needs both for operations and marketing.
Data science and analytics are the lifeblood of any product organization, and enable product managers to tackle risks early. Luckily, new technologies allow us to collect and integrate data without extreme upfront constraints and onerous controls. This means all data is fair game, and when tagged and stored properly, can be made available at nearly any scale for preparation, visualization, analysis, and modeling.
We'll teach you the paradigms, processes, and introduce some key technologies that make the data-driven product organization the optimal competitor in the market.
Who should attend?
Prerequisites:
None
Training content
- Module 1:Agile Systems Engineering
- Module 2:DevOps Principles for Business Agility
- Module 3:Data Science for Product Risk Management
- Module 4:Implementing Data-Driven Controls using Technology and Teams
Course delivery details
This course is offered through The University of Maryland, College Park, a partner institute of EdX.
2-3 hours per week
Costs
- Verified Track -$199
- Audit Track - Free
Certification / Credits
What you'll learn
- Designing and modeling for fast feedback and idea sharing
- System optimization with open architectures
- Validating functions and verifying performance
- Leveraging and enabling the system designs, platforms, and ecosystems
- Lean Startup and Product Innovation Analytics
- Developing the data collection and preparation pipeline for products and services
- Analyzing the performance and testing hypotheses for usability, fast-feedback, and growth
- Customer experience (CX) validation and enhancement leveraging usability analytics
About edX
edX
edX For Business helps leading companies upskill their labor forces by making the world’s greatest educational resources available to learners across a wide variety of in-demand fields. edX For Business delivers high-quality corporate eLearning to train and engage your employees...
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Contact info
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