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Item #:
45257255
Building Analytics Teams: Harnessing analytics and artificial intelligence for business improvement
86% of respondents would recommend this to a friend
Item #:
45257255
€ 37
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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
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What Stands Out
Expert Guidance
Offers in-depth strategies to build and lead analytics teams effectively, empowering organizations to leverage analytics and AI for significant business enhancements and informed decision-making.
AI Integration
Focuses on integrating artificial intelligence seamlessly into analytics processes, enabling businesses to unlock valuable insights and drive innovative solutions tailored to market needs.
Comprehensive Framework
Provides a robust framework for understanding analytics and AI applications, ensuring businesses can navigate challenges while maximizing opportunities for growth and operational efficiency.
Product Details
- 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 AIKey FeaturesLearn to create an operationally effective advanced analytics team in a corporate environmentSelect and undertake projects that have a high probability of success and deliver the improved top and bottom-line resultsUnderstand how to create relationships with executives, senior managers, peers, and subject matter experts that lead to team collaboration, increased funding, and long-term success for you and your teamBook DescriptionIn 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 learnAvoid organizational and technological pitfalls of moving from a defined project to a production environmentEnable team members to focus on higher-value work and tasksBuild Advanced Analytics and Artificial Intelligence (AA&AI) functions in an organizationOutsource certain projects to competent and capable third partiesSupport the operational areas that intend to invest in business intelligence, descriptive statistics, and small-scale predictive analyticsAnalyze the operational area, the processes, the data, and the organizational resistanceWho this book is forThis book is for senior executives, senior and junior managers, and those who are working as part of a team that is accountable for designing, building, delivering and ensuring business success through advanced analytics and artificial intelligence systems and applications. At least 5 to 10 years of experience in driving your organization to a higher level of efficiency will be helpful.Table of ContentsAn Overview of Successful and High-Performing Analytics TeamsBuilding an Analytics TeamManaging and Growing an Analytics TeamLeadership for Analytics TeamsManaging Executive ExpectationsEnsuring Engagement with Business ProfessionalsSelecting Winning ProjectsOperationalizing Analytics - How to Move from Projects to ProductionManaging the New Analytical EcosystemThe Future of Analytics - What Will We See Next?
| Publisher | Packt Publishing |
| Publication date | June 30, 2020 |
| Language | English |
| Print length | 394 pages |
| ISBN-10 | 1800203160 |
| ISBN-13 | 978-1800203167 |
| Item Weight | 1.16 pounds (530 grams) |
| Dimensions | 6 x 0.89 x 9 inches (15.2 x 2.3 x 22.9 cm) |
Who Should Buy?
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Data Analysts
Perfect for data analysts looking to enhance their skills in building effective analytics teams and frameworks.
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Business Managers
Ideal for business managers aiming to integrate AI and analytics into their decision-making processes for improvement.
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Educational Institutions
Beneficial for institutions teaching analytics, providing a structured approach for integrating analytics into business curricula.
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Technical Developers
May not suit developers focused on coding, lacking content relevant to implementation rather than team-building strategies.
Product Description
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Data Modeling & Design Editorial Review
Building Analytics Teams by John Thompson has received overwhelmingly positive reviews from readers. The book provides practical advice for leaders looking to implement analytics and artificial intelligence in their business. Thompson uses his decades of expertise and real-world anecdotes to make the content approachable and actionable. Key takeaways include the importance of people change management, bias and ethics, and building analytics as a core capability for business strategy. The book also covers leadership challenges and the unique personalities and skills required to build a successful analytics team.
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Pros
- Practical advice for leaders looking to implement analytics and AI in their business
- Approachable and actionable
- Provides insights unique to the field of advanced analytics
- Covers the importance of people change management, bias and ethics
Cons
- Some found the book repetitive with too many words for the content
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€ 37
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Features & Benefits
- Learn to create an operationally effective advanced analytics team
- Select and undertake projects that deliver improved top and bottom-line results
- Create relationships with executives, senior managers, peers, and subject matter experts
- Achieve initial and sustainable success in building an analytically sound team
- Manage, develop, and lead an analytics team
- Acquire the knowledge to create an effective business analytics team
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