
Agile Data Scientist
Daniel Green
In an era where data is a driving force, adaptability is key. Explore the core tenets of Agile methodologies and discover how they seamlessly integrate into the realm of data science. Uncover the secrets of creating nimble, collaborative teams and learn how to harness the power of iterative development for maximum efficiency and precision.
Dive deep into the Agile Data Scientist's toolbox, where technical prowess meets effective collaboration and communication. From Scrum and Kanban to Lean principles, this book provides a comprehensive guide to adopting and adapting agile frameworks, ensuring you stay ahead in an industry that demands constant innovation.
The journey doesn't stop there. "Agile Data Science" takes you through the entire data science lifecycle, from exploration and feature engineering to modeling and deployment. Delve into real-world case studies, where successful applications of agile data science have revolutionized industries and yielded impressive results.
Whether you're a seasoned data professional or just starting your journey, this book equips you with the skills, tools, and mindset needed to thrive in an agile data science environment. Stay ahead of the curve, embrace continuous improvement, and navigate the future of data science with confidence.
If you're ready to revolutionize your approach to data science and embrace a more agile, responsive methodology, "Agile Data Science" is your indispensable guide to mastering the art and science of data in an ever-changing world.
Duration - 4h 9m.
Author - Daniel Green.
Narrator - Rayan Mitchell.
Published Date - Tuesday, 07 January 2025.
Copyright - © 2025 Daniel Green ©.
Location:
United States
Description:
In an era where data is a driving force, adaptability is key. Explore the core tenets of Agile methodologies and discover how they seamlessly integrate into the realm of data science. Uncover the secrets of creating nimble, collaborative teams and learn how to harness the power of iterative development for maximum efficiency and precision. Dive deep into the Agile Data Scientist's toolbox, where technical prowess meets effective collaboration and communication. From Scrum and Kanban to Lean principles, this book provides a comprehensive guide to adopting and adapting agile frameworks, ensuring you stay ahead in an industry that demands constant innovation. The journey doesn't stop there. "Agile Data Science" takes you through the entire data science lifecycle, from exploration and feature engineering to modeling and deployment. Delve into real-world case studies, where successful applications of agile data science have revolutionized industries and yielded impressive results. Whether you're a seasoned data professional or just starting your journey, this book equips you with the skills, tools, and mindset needed to thrive in an agile data science environment. Stay ahead of the curve, embrace continuous improvement, and navigate the future of data science with confidence. If you're ready to revolutionize your approach to data science and embrace a more agile, responsive methodology, "Agile Data Science" is your indispensable guide to mastering the art and science of data in an ever-changing world. Duration - 4h 9m. Author - Daniel Green. Narrator - Rayan Mitchell. Published Date - Tuesday, 07 January 2025. Copyright - © 2025 Daniel Green ©.
Language:
English
Opening Credits
Duración:00:00:11
Chapter 1 Introduction
Duración:00:11:34
Chapter 2 Agile fundamentals
Duración:00:18:25
Chapter 3 The agile data scientist's
Duración:00:29:46
Chapter 4 Agile project management in data science
Duración:00:17:49
Chapter 5 Building agile data teams
Duración:00:43:27
Chapter 6 Iterative development and rapid prototyping
Duración:00:08:19
Chapter 7 Data exploration and feature engineering
Duración:00:29:27
Chapter 8 Agile modeling and machine learning
Duración:00:10:44
Chapter 9 Agile data governance and ethics
Duración:00:42:22
Chapter 10 Agile deployment and continuous integration
Duración:00:12:55
Chapter 11 Case studies real world applications of agile data science
Duración:00:13:05
Chapter 12 The future of agile data science
Duración:00:11:38
Ending Credits
Duración:00:00:12