Agile by Design An Implementation Guide to Analytic Lifecycl Management 1st edition by Rachel Alt Simmons – Ebook PDF Instant Download/Delivery: 1118905661 , 9781118905661
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ISBN 10: 1118905661
ISBN 13: 9781118905661
Author: Rachel Alt Simmons
Achieve greater success by increasing the agility of analytics lifecycle management
Agile by Design offers the insight you need to improve analytic lifecycle management while integrating the right analytics projects into different frameworks within your business. You will explore, in-depth, what analytics projects are and why they are set apart from traditional development initiatives. Beyond merely defining analytics projects, Agile by Design equips you with the information you need to apply agile methodologies in a way that tailors your approach to individual initiatives―and the needs of your projects and team.
Lifecycle management is a complex subject area, and with the increasingly important integration of analytics into multiple facets of business models, understanding how to use agile tools while managing a product lifecycle is essential to maintaining a competitive edge in today’s professional world.
- Gain an understanding of the principles, processes, and practices associated with effective analytic lifecycle management
- Discover techniques that will enable you to successfully initiate, plan, and execute analytic development projects with an eye for the opportunity to engage agile methodologies
- Understand agile development frameworks
- Identify which agile methodologies are best for different frameworks―and how to apply them throughout the analytic development lifecycle
With analytics becoming increasingly important in today’s business world, you need to understand and apply agile methodologies in order to meet rising standards of efficiency and effectiveness. Agile by Design is the perfect reference for project managers, CFOs, IT managers, and marketing managers who want to cultivate a relevant, forward-thinking lifecycle management style.
Agile by Design An Implementation Guide to Analytic Lifecycl Management 1st Table of contents:
Chapter 1: Adjusting to a Customer-Centric Landscape
It’s a Whole New World
From Customer-Aware to Customer-Centric
Being Customer-Centric, Operationally Efficient, and Analytically Aware
Our Example in Motion
Enabling Innovation
Chapter 2: The Analytic Lifecycle
What Are Analytics, Anyway?
Analytics in Your Organization
Case Study Example
Beyond IT: The Business Analytic Value Chain
Analytic Delivery Lifecycle
Getting Started
Summary
Chapter 3: Getting Your Analytic Project off the Ground
A Day in the Life
Visioning
Facilitating Your Visioning Session
Think Like a Customer
Summary
Chapter 4: Project Justification and Prioritization
Organizational Value of Analytics
Analytic Demand Management Strategy
Results
Project Prioritization Criteria
Knowledge Acquisition Spikes
Summary
Chapter 5: Analytics—the Agile Way
Getting Started
Understanding Waterfall
The Heart of Agile
The Agile Manifesto/Declaration of Interdependence
Selecting the Right Methodology
Summary
Chapter 6: Analytic Planning Hierarchies
Analytic Project Example
Inputs into Planning Cycles
Release Planning
Analytic Release Plan
Summary
Chapter 7: Our Analytic Scrum Framework
Getting Started
The Scrum Framework
Sprint Planning
Sprint Execution
Daily Standup
How Do We Know When We’re Done?
Sprint Review
Sprint Retrospective
Summary
Chapter 8: Analytic Scrum Roles and Responsibilities
Product Owner Description
Scrummaster Description
Analytic Development Team Description
Additional Roles
Summary
Chapter 9: Gathering Analytic User Stories
Overview
User Stories
Tools and Techniques
Invest in Good Stories
Epics
Summary
Chapter 10: Facilitating Your Story Workshop
Stakeholder Analysis
Managing Stakeholder Influence
Agile versus Traditional Stakeholder Management
The Story Workshop
Must-Answer Questions
Post-Workshop
Summary
Chapter 11: Collecting Knowledge Through Spikes
With Data, Well Begun Is Half Done
The Data Spike
Data Gathering
Visualization and Iterations
Defining Your Target Variable
Summary
Chapter 12: Shaping the Analytic Product Backlog
Creating Your Analytic Product Backlog
Going Deep
Product Backlog Grooming
Defining “Ready”
Managing Flow
Summary
Chapter 13: The Analytic Sprint: Planning and Execution
Committing the Team
The Players
Sprint Planning
Velocity
Task Definition
The Team’s Definition of Done
Organizing Work
Sprint Zero
Sprint Execution
Summary
Chapter 14: The Analytic Sprint: Review and Retrospective
Sprint Review
Sprint Retrospective
Sprint Planning (Again)
Layering in Complexity
Summary
Chapter 15: Building in Quality and Simplicity
Quality Planning
Simple Design
Coding Standards
Refactoring
Collective Code Ownership
Technical Debt
Testing
Summary
Chapter 16: Collaboration and Communication
The Team Space
Things to Put in the Information Radiator
Analytic Velocity
Improving Velocity
The Kanban or Task Board
Considering an Agile Project Management Tool
Summary
Chapter 17: Business Implementation Planning
Are We Done Yet?
Analytic Release Planning
Model Review
Persona-Based Design
Summary
Chapter 18: Building Agility into Test-and-Learn Strategies
What Is Test-and-Learn?
Layering in Complexity
Incorporating Test-and-Learn into Your Model Deployment Strategy
Creating a Culture of Experimentation
Failing Fast and Frequently
Who Owns Testing?
Getting Started
Summary
Chapter 19: Operationalizing Your Model Deployment Strategy
Finding the Right Model
What Is an Operational Model Process?
Getting Your Data in Order
Determine Model Scoring Frequency
Model Performance Monitoring
Analytics—The Success to Plan For
Summary
Chapter 20: Analytic Ever After
Beginning Your Journey
Supporting the Analytic Team
The Importance of Agile Analytic Leadership
Finding a Pilot Project
Scaling Up
The End of the Beginning
Sources
Index
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Tags: Rachel Alt Simmons, An Implementation, Lifecycl Management