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Ventana Research

Dynamic Insights: Machine Learning

Machine learning, a type of artificial intelligence or predictive analytic in which the algorithms become more accurate as they process more data, is attracting much of the attention. This research examines the state of machine learning deployments in organizations’ analytic processes today. Please answer the 15 questions below and you'll receive our receive a customized set of dynamic insights based on your responses as well as our suggestions on how to improve your machine learning efforts.
1. For how long has your organization had machine learning capabilities deployed? *This question is required.
2. Are you satisfied with the results of your organization’s machine learning deployments? *This question is required.
3. Which department or function within your organization makes the most use or plans to make the most use of machine learning? *This question is required.
4. Which of the following operational data sources does your organization use or plan to use in its machine learning analyses? *This question is required.
5. Which of these types of external data source is most important to your organization’s use or planned use of machine learning? *This question is required.
6. In which of the following activities does your organization apply or plan to apply machine learning algorithms? *This question is required.
7. Which of the following data science resources does your organization use or plan to use to create and apply machine learning algorithms? *This question is required.
8. How do you assess the level of expertise in your organization for applying machine learning as part of its analytic processes?
9. Does your organization plan to change its use of machine learning in the future?
10. Which of the following is the most significant benefit your organization has realized or expects to realize from its application of machine learning?
11. Which of the following is the most significant challenge in applying machine learning to your analytic processes?
12. In which of the following ways would your organization prefer to acquire or implement machine learning capabilities?