Doug Rose: Data Science | Taschenbuch

Cover: 9781484222522 | Data Science | Doug Rose | Taschenbuch | Paperback | XIX | Englisch

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Beschreibung

Learn how to build a data science team within your organization rather than hiring from the outside. Teach your team to ask the right questions to gain actionable insights into your business.
Most organizations still focus on objectives and deliverables. Instead, a data science team is exploratory. They use the scientific method to ask interesting questions and run small experiments. Your team needs to see if the data illuminate their questions. Then, they have to use critical thinking techniques to justify their insights and reasoning. They should pivot their efforts to keep their insights aligned with business value. Finally, your team needs to deliver these insights as a compelling story.

Insight!: How to Build Data Science Teams that Deliver Real Business Value shows that the most important thing you can do now is help your team think about data. Management coach Doug Rose walks you through the process of creating and managing effective datascience teams. You will learn how to find the right people inside your organization and equip them with the right mindset. The book has three overarching concepts:
You should mine your own company for talent. You can¿t change your organization by hiring a few data science superheroes.

You should form small, agile-like data teams that focus on delivering valuable insights early and often.

You can make real changes to your organization by telling compelling data stories. These stories are the best way to communicate your insights about your customers, challenges, and industry.

What Your Will Learn:

Create data science teams from existing talent in your organization to cost-efficiently extract maximum business value from your organization¿s data

Understand key data science terms and concepts

Follow practical guidance to create and integrate an effective data science teamwith key roles and the responsibilities for each team member

Utilize the data science life cycle (DSLC) to model essential processes and practices for delivering value

Use sprints and storytelling to help your team stay on track and adapt to new knowledge

Who This Book Is For

Data science project managers and team leaders. The secondary readership is data scientists, DBAs, analysts, senior management, HR managers, and performance specialists.

What Your Will Learn:

Who This Book Is For

Data science project managers and team leaders. The secondary readership is data scientists, DBAs, analysts, senior management, HR managers, and performance specialists.

Über den Autor

Doug Rose specializes in organizational coaching, training, and change management. He has worked for over twenty years transforming organizations with technology and training and helping large companies optimize their business processes and improve productivity and delivery. He teaches business and project management courses at the University of Chicago, Syracuse University, and the University of Virginia, and he delivers his online Agile [...] business courses on [...]. He is the author of Leading Agile Teams (PMI Press). Rose has an MS in Information Management and a JD from Syracuse University, and a BA from the University of Wisconsin-Madison.

Zusammenfassung

Shows how to create data science teams from existing talent in organizations

Teaches how to cost-efficiently extract maximum business value from the organizations' data

Presents the data science life cycle (DSLC) to model the essential processes and practices for delivering value

Details the use of sprints and storytelling to help teams stay on track and adapt to new knowledge

Inhaltsverzeichnis

Part 1: Defining Data Science.- Chapter 1: Understanding Data Science.- Chapter 2: Covering Database Basics.- Chapter 3: Recognizing Different Data Types.- Chapter 4: Applying Statistical Analysis.- Chapter 5: Avoiding Pitfalls in Defining Data Science.- Part 2: Building your Data Science Team.- Chapter 6: Rounding Out Your Talent.- Chapter 7: Forming the Team.- Chapter 8: Starting the Work.- Chapter 9: Thinking Like a Data Science Team.- Chapter 10: Avoiding Pitfalls in Building Your Data Science Team.- Part 3: Delivering in Data Science Sprints.- Chapter 11: A New Way of Working.- Chapter 12: Using a Data Science Lifecycle.- Chapter 13: Working in Sprints.- Chapter 14: Avoiding Pitfalls in Delivering in Data Science Sprints.- Part 4: Asking Great Questions.- Chapter 15: Understanding Critical Thinking.- Chapter 16: Encouraging Questions.- Chapter 17: Places to Look for Questions.- Chapter 18: Avoiding Pitfalls in Asking Great Questions.- Chapter 19: Defining a Story.- Part 5: Storytelling with Data Science.- Chapter 20: Understanding Story Structure.- Chapter 21: Defining Story Details.- Chapter 22: Humanizing Your Story.- Chapter 23: Using Metaphors.- Chapter 24: Avoiding Storytelling Pitfalls.- Part 6: Finishing Up.- Chapter 25: Starting an Organizational Change.-

Details

Erscheinungsjahr:	2016
Fachbereich:	Management
Genre:	Wirtschaft
Rubrik:	Recht & Wirtschaft
Medium:	Taschenbuch
Inhalt:	xix 251 S. 2 s/w Illustr. 43 farbige Illustr. 251 p. 45 illus. 43 illus. in color.
ISBN-13:	9781484222522
ISBN-10:	1484222520
Sprache:	Englisch
Herstellernummer:	978-1-4842-2252-2
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Rose, Doug
Auflage:	1st ed.
Hersteller:	Apress Apress L.P.
Maße:	235 x 155 x 16 mm
Von/Mit:	Doug Rose
Erscheinungsdatum:	18.11.2016
Gewicht:	0,423 kg

Artikel-ID: 107925677