Agile Machine Learning: Effective Machine Learning Inspired by the Agile Manifesto
By Eric Carter and Matthew Hurst
Bringing together talented people to create a great applied learning team is not easy. With both developers and data scientists contributing to their respective fields, communication alone can be a challenge. Agile Machine Learning teaches you how to deliver superior data products through agile processes and learn, for example, how to organize and manage a fast-paced team that faces the challenge of solving large-scale new data problems, in a production environment.
- Author
- Eric Carter and Matthew Hurst
- Language
- English
- Size
- 4.69 Mb
- Pages
- 257
- Format
- Year
- 2019
- Edition
- 1
About This Book
Bringing together talented people to create a great applied learning team is not easy. With both developers and data scientists contributing to their respective fields, communication alone can be a challenge. Agile Machine Learning teaches you how to deliver superior data products through agile processes and learn, for example, how to organize and manage a fast-paced team that faces the challenge of solving large-scale new data problems, in a production environment.
Contents
- Chapter 1: Early Delivery
- Chapter 2: Changing Requirements
- Chapter 3: Continuous Delivery
- Chapter 4: Aligning with the Business
- Chapter 5: Motivated Individuals
- Chapter 6: Effective Communication
- Chapter 7: Monitoring
- Chapter 8: Sustainable Development
- Chapter 9: Technical Excellence
- Chapter 10: Simplicity
- Chapter 11: Self-Organizing Teams
- Chapter 12: Tuning and Adjusting