Sign-In
Cart
Data Science: Create Teams That Ask the Right Questions and Deliver Real Value
Paperback
Business GeneralManagementApplications
Publisher Price: $69.99
ISBN13: 9781484222522
Publisher: Apress
Published: Nov 18 2016
Pages: 251
Weight: 0.86
Height: 0.58 Width: 6.14 Depth: 9.21
Language: English
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.
Also in
Management
Crucial Conversations Tools for Talking When Stakes Are High, Second Edition
Switzler, Al
Grenny, Joseph
Patterson, Kerry
Paperback
Quiet Girls Can Run the World: Owning Your Power When You're Not the Alpha in the Room
Holman, Rebecca
Paperback
Inclusive Conversations: Fostering Equity, Empathy, and Belonging Across Differences
Winters, Mary-Frances
Paperback
The Art of Communication: How to Be Authentic, Lead Others, and Create Strong Connections
Apps, Judy
Hardcover
Hbr's 10 Must Reads on Managing Yourself, Updated and Expanded (Featuring How Will You Measure Your Life? by Clayton M. Christensen)
Gallo, Amy
Review, Harvard Business
Drucker, Peter F.
Paperback
Unreasonable Hospitality: The Remarkable Power of Giving People More Than They Expect
Guidara, Will
Hardcover
Hbr's 10 Must Reads 2027: The Definitive Management Ideas of the Year from Harvard Business Review (Featuring the Hidden Beliefs That Hold Leaders Bac
Wilkins, Muriel M.
Review, Harvard Business
Edmondson, Amy C.
Paperback
Hbr's 10 Must Reads on Mental Toughness, Updated and Expanded (Featuring How to Stop Worrying about What Other People Think of You by Michael Gervais)
Duckworth, Angela L.
Review, Harvard Business
Gervais, Michael
Paperback
Take Breaks, Work Better: Measure Impact, Not Hours, and Transform Your Profitability
Briggs, John
Paperback
How We Could: The Framework to Lead Without Drama, Build Alignment, and Call Teams to Greatness
Dorr, Alex
Hardcover
Surrender to Lead: The Counterintuitive Approach to Driving Extraordinary Results
Kriegel, Jessica
Terry, Joe
Hardcover
What Could Possibly Go Right?: The Essential Journey to Scale an Enduring Culture
Meyer, Danny
Hardcover
Hbr's 10 Must Reads on Leadership, Updated and Expanded (Featuring Begin with Trust by Frances X. Frei and Anne Morriss)
Ibarra, Herminia
Review, Harvard Business
Edmondson, Amy C.
Paperback
Strong Ground: The Lessons of Daring Leadership, the Tenacity of Paradox, and the Wisdom of the Human Spirit
Brown, Brené
Hardcover
The Year in Tech, 2027: The Insights You Need from Harvard Business Review
Chamorro-Premuzic, Tomas
Review, Harvard Business
Davenport, Thomas H.
Paperback
What the Heck Is Eos?: A Complete Guide for Employees in Companies Running on EOS
Wickman, Gino
Bouwer, Tom
Hardcover
The Mom Test: How to talk to customers & learn if your business is a good idea when everyone is lying to you
Fitzpatrick, Rob
Paperback
The Coaching Habit: Say Less, Ask More, and Change the Way You Lead Forever
Stanier, Michael Bungay
Paperback
Get Scalable: The Operating System Your Business Needs To Run and Scale Without You
Deiss, Ryan
Paperback
The 21 Irrefutable Laws of Leadership Workbook 25th Anniversary Edition: Follow Them and People Will Follow You
Maxwell, John C.
Paperback
Bookkeeping - Accounting for Small Business: A Quickstudy Laminated Reference Guide
Epstein, Lita
Other
Never Split the Difference: Negotiating as If Your Life Depended on It
Voss, Chris
Raz, Tahl
Hardcover
Stop Asking for Referrals: Build a Magnetic Business Through Intentional Care & Real Relationships
McNally, Flor de Maria
Paperback
The First 90 Days, Updated and Expanded: Proven Strategies for Getting Up to Speed Faster and Smarter
Watkins, Michael D.
Hardcover
Influence and Persuasion (HBR Emotional Intelligence Series)
Review, Harvard Business
Morgan, Nick
Cialdini, Robert B.
Paperback
Building Great Businesses: Create Momentum, Overcome Setbacks, and Scale with Confidence
Becker, Scott
Hardcover
Getting to Yes: Negotiating Agreement Without Giving in
Ury, William
Patton, Bruce
Fisher, Roger
Paperback
The Year in Tech, 2026: The Insights You Need from Harvard Business Review
Webb, Amy
Review, Harvard Business
Anthony, Scott D.
Paperback
Anchored, Aligned, Accountable: A Framework for Transcending Bullsh*t and Transforming Our Lives and Work
Bethea, Aiko
Hardcover
Take It Personal: How to Succeed by Building Relationships and Playing the Long Game
Grutman, David
Hardcover
The Algorithm: The Hypergrowth Formula That Transformed Tesla, Lululemon, General Motors, and Spacex
McNeill, Jon
Hardcover
Feedback That Works: How to Build and Deliver Your Message, Second Edition
Center for Creative Leadership
Paperback
Hbr's 10 Must Reads on Strategy, Updated and Expanded (Featuring the Five Competitive Forces That Shape Strategy by Michael E. Porter)
Kim, W. Chan
Review, Harvard Business
Porter, Michael E.
Paperback
The Phoenix Project: A Novel about It, Devops, and Helping Your Business Win
Kim, Gene
Behr, Kevin
Spafford, George
Paperback
Hbr's 10 Must Reads on High Performance, Updated and Expanded (Featuring Nine Things Successful People Do Differently by Heidi Grant)
Review, Harvard Business
Grant, Heidi
Goleman, Daniel
Paperback
Hbr's 10 Must Reads on Managing People, Updated and Expanded (Featuring Are You a Good Boss--Or a Great One? by Linda A. Hill and Kent Lineback)
Hill, Linda A.
Review, Harvard Business
Goleman, Daniel
Paperback
Hbr's 10 Must Reads 2026: The Definitive Management Ideas of the Year from Harvard Business Review (Featuring the Strategic Genius of Taylor Swift by
Flyvbjerg, Bent
Review, Harvard Business
Meyer, Erin
Paperback
Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World
Iansiti, Marco
Lakhani, Karim R.
Hardcover
Genius at Scale: How Great Leaders Drive Innovation
Wild, Jason
Hill, Linda A.
Tedards, Emily
Hardcover
The 15 Commitments of Conscious Leadership: A New Paradigm for Sustainable Success
Dethmer, Jim
Chapman, Diana
Klemp, Kaley
Paperback
Generative Ai: The Insights You Need from Harvard Business Review
Mollick, Ethan
Cremer, David De
Review, Harvard Business
Paperback
Getting You Ready for Power: A Woman's Guide to Building Confidence, Community, and Career Success
Meruelo, Alexis
Paperback
The 360 Degree Leader Workbook: Developing Your Influence from Anywhere in the Organization
Maxwell, John C.
Paperback
The Way of the Shepherd: Seven Secrets to Managing Productive People
Pentak, William
Leman, Kevin
Hardcover
Inside the Owner's Box: Conversations on Power and Leadership in Sports
Rubenstein, David M.
Hardcover
Dirtbag Billionaire: How Yvon Chouinard Built Patagonia, Made a Fortune, and Gave It All Away
Gelles, David
Hardcover
Demand-Side Sales 101: Stop Selling and Help Your Customers Make Progress
Moesta, Bob
Engle, Greg
Hardcover
The Hard Thing about Hard Things: Building a Business When There Are No Easy Answers
Horowitz, Ben
Hardcover
The 6 Types of Working Genius: A Better Way to Understand Your Gifts, Your Frustrations, and Your Team
Lencioni, Patrick M.
Hardcover
The Oz Principle: Getting Results Through Individual and Organizational Accountability
Hickman, Craig
Connors, Roger
Smith, Tom
Paperback
Difficult Conversations: How to Discuss What Matters Most
Heen, Sheila
Patton, Bruce
Stone, Douglas
Paperback
The One Thing: The Surprisingly Simple Truth about Extraordinary Results
Keller, Gary
Papasan, Jay
Hardcover
Indispensable: How to Become the Company That Your Customers Can't Live Without
Calloway, Joe
Hardcover
Hbr's 10 Must Reads on Emotional Intelligence, Updated and Expanded (Featuring What Makes a Leader by Daniel Goleman)
Ibarra, Hermina
Review, Harvard Business
Goleman, Daniel
Paperback
Biblia del Vendedor: Tecnicas Efectivas Para El Vendedor Competitivo
Dey, Alejandro
Dey, Alex
Paperback
The 5 Languages of Appreciation in the Workplace: Empowering Organizations by Encouraging People
Chapman, Gary
White, Paul
Paperback
Inner Excellence: Train Your Mind for Extraordinary Performance and the Best Possible Life
Murphy, Jim
Paperback
How to Win Friends and Influence People: Updated for the Next Generation of Leaders
Carnegie, Dale
Hardcover
Focused & Fearless Leadership: Preventing the Crisis Before It Starts
Overton, Melissa Godwin
Paperback
Playing to Win, Expanded with Bonus HBR Articles: How Strategy Really Works
Lafley, A. G.
Martin, Roger L.
Hardcover
The Heart Work of Modern Leadership: 6 Differentiators of Exceptional Leaders
Grossman, David
Paperback
The Asshole Survival Guide: How to Deal with People Who Treat You Like Dirt
Sutton, Robert I.
Paperback
Team Topologies, 2nd Edition: Organizing Business and Technology for Fast Flow of Value
Pais, Manuel
Skelton, Matthew
Paperback
The Octopus Organization: A Guide to Thriving in a World of Continuous Transformation
Le-Brun, Phil
Werner, Jana
Hardcover
Say This, Not That: How to Master 7 Dreaded Conversations As a Leader in the Modern Workplace
Flickinger, Chris
Paperback
Never Settle: Persuasion and Negotiation Skills to Get What You Want
Qureshi, Attia
Richardson, John
Hardcover
The Things We Hide: A Guide to Identifying Hidden Barriers and Leading with Authenticity
Dickerhoof, Tyler
Hardcover
You Don't Need a Title to Be a Leader: How Anyone, Anywhere, Can Make a Positive Difference
Sanborn, Mark
Hardcover
Who Not How: The Formula to Achieve Bigger Goals Through Accelerating Teamwork
Sullivan, Dan
Hardy, Benjamin
Hardcover
Leadership Unblocked: Break Through the Beliefs That Limit Your Potential
Wilkins, Muriel M.
Hardcover
The Founder's Mentality: How to Overcome the Predictable Crises of Growth
Zook, Chris
Allen, James
Hardcover
The Adaptability Quotient: Rewiring Your Mind for Success in the Next Human Era
Litowitz, Alec
Hardcover
Be Our Guest-Revised and Updated Edition: Perfecting the Art of Customer Service
The Disney Institute
Hardcover
The Lean Six SIGMA Pocket Toolbook: A Quick Reference Guide to Nearly 100 Tools for Improving Quality and Speed
Price, Mark
George, Michael L.
Rowlands, David T.
Paperback
The Trusted Advisor: 20th Anniversary Edition
Galford, Robert
Green, Charles
Maister, David H.
Paperback
The Practice of Adaptive Leadership: Tools and Tactics for Changing Your Organization and the World
Linsky, Marty
Heifetz, Ronald A.
Grashow, Alexander
Hardcover
Rewired: McKinsey's Playbook on How Leading Companies Win with Technology and AI
Levin, Robert
Lamarre, Eric
Smaje, Kate
Hardcover
The New Gold Standard: 5 Leadership Principles for Creating a Legendary Customer Experience Courtesy of the Ritz-Carlton Hotel Company
Michelli, Joseph A.
Hardcover
Positive Intelligence: Why Only 20% of Teams and Individuals Achieve Their True Potential and How You Can Achieve Yours
Chamine, Shirzad
Hardcover
The Advantage: Why Organizational Health Trumps Everything Else in Business
Lencioni, Patrick M.
Hardcover
The Effective Executive: The Definitive Guide to Getting the Right Things Done
Drucker, Peter F.
Paperback
The Leading the Unleadable: How to Manage Mavericks, Cynics, Divas, and Other Difficult People
Willett, Alan
Paperback
The Outsiders: Eight Unconventional CEOs and Their Radically Rational Blueprint for Success
Thorndike, William N.
Hardcover
Rollout: Get Your Entire Team Running on EOS to Achieve Your Vision
Fahey, Beth
Smith, Marisa
Hardcover
The Black Swan: Second Edition: The Impact of the Highly Improbable: With a New Section: On Robustness and Fragility
Taleb, Nassim Nicholas
Paperback
Leadership and Self-Deception, Fourth Edition: The Secret to Transforming Relationships and Unleashing Results
Arbinger Institute
Paperback