Creating a Data-Driven Organization (eBook, PDF)
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What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company, from analysts and management to the C-Suite and the board.Through interviews and examples from data scientists and analytics leaders in a variety of industries, author Carl Anderson explains the analytics value chain you need to adopt when building predictive business modelsfro...
What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company, from analysts and management to the C-Suite and the board.Through interviews and examples from data scientists and analytics leaders in a variety of industries, author Carl Anderson explains the analytics value chain you need to adopt when building predictive business modelsfrom data collection and analysis to the insights and leadership that drive concrete actions. Youll learn what works and what doesnt, and why creating a data-driven culture throughout your organization is essential.Start from the bottom up: learn how to collect the right data the right wayHire analysts with the right skills, and organize them into teamsExamine statistical and visualization tools, and fact-based story-telling methodsCollect and analyze data while respecting privacy and ethicsUnderstand how analysts and their managers can help spur a data-driven cultureLearn the importance of data leadership and C-level positions such as chief data officer and chief analytics officer
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