Building Analytics Teams: Harnessing analytics and artificial intelligence for business improvement

Building Analytics Teams: Harnessing analytics and artificial intelligence for business improvement
by: John K. Thompson and Douglas B. Laney
Print length 页数: 394 pages
Publisher finelybook 出版社: Packt Publishing (30 Jun. 2020)
Language 语言: English
ISBN-10: 1800203160
ISBN-13: 9781800203167
Book Description
Master the skills necessary to hire and manage a team of highly skilled individuals to design,build,and implement applications and systems based on advanced analytics and AI
In Building Analytics Teams,John K. Thompson,with his 30+ years of experience and expertise,illustrates the fundamental concepts of building and managing a high-performance analytics team,including what to do,who to hire,projects to undertake,and what to avoid in the journey of building an analytically sound team. The core processes in creating an effective analytics team and the importance of the business decision-making life cycle are explored to help achieve initial and sustainable success.
The book demonstrates the various traits of a successful and high-performing analytics team and then delineates the path to achieve this with insights on the mindset,advanced analytics models,and predictions based on data analytics. It also emphasizes the significance of the macro and micro processes required to evolve in response to rapidly changing business needs.
The book dives into the methods and practices of managing,developing,and leading an analytics team. Once you’ve brought the team up to speed,the book explains how to govern executive expectations and select winning projects.
By the end of this book,you will have acquired the knowledge to create an effective business analytics team and develop a production environment that delivers ongoing operational improvements for your organization.
What you will learn
Avoid organizational and technological pitfalls of moving from a defined project to a production environment
Enable team members to focus on higher-value work and tasks
Build Advanced Analytics and Artificial Intelligence (AA&AI) functions in an organization
Outsource certain projects to competent and capable third parties
Support the operational areas that intend to invest in business intelligence,descriptive statistics,and small-scale predictive analytics
Analyze the operational area,the processes,the data,and the organizational resistance