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—"Throughout my career, I have seen data science projects succeed — and I've seen them fail. Udacity’s Data Science for Business Leaders Executive Program will help guide business leaders toward building successful artificial intelligence, machine learning, and big data initiatives."
Ed Wiley, Program Instructor & Senior AI and Data Science Executive
To optimize your chances of success in this Executive Program, we recommend prior exposure to statistics and probability, as well as experience in business decision-making in an IT or technical environment.See detailed requirements.
Businesses often suspect that they want Data Science capabilities, and may even sense a need for Data Science capabilities, but many are not sure where to start. Learn exactly what Data Science is, who Data Scientists are, and what's possible through Data Science.
Creating a data science strategy isn’t a standalone activity; it must be driven by a business's overarching operations and strategy. This course will cover how to articulate a business’s strategic objectives and identify opportunities for data science-based transformation, a critical starting point for any data strategy.
The human capital component of Data Science is critical to delivering on a data science strategy. Learn how to recruit, hire, and train for a Data Science organization, and how to structure that organization in order to deliver value to the business. Asses ways to leverage data and data science to foster a data-driven culture throughout the business.
Technology needs are specific to each business; they depend on the types of data to be leveraged for Data Science, the form and magnitude of that data, the types of data science models that a business plans to create, and the overall scale of operations represented by those data science models. This lesson investigates the parameters that must be considered both in creating a Data Architecture Strategy and in building a Machine Learning Architecture to support Data Science initiatives.
Draw on all of the skills learned throughout the lessons to create a Data Science strategy that drives transformation in the business during your first 100 days.Project Details
Start learning today! Switch to the monthly price afterwards if more time is needed.