Data Private

Using Data to Drive Decisions (DATA250)

2 days

Data

Covers data collection, statistical analysis, visualization, and ethical considerations for leaders and analysts alike.

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Course Overview

Move beyond intuition by learning a structured, data-informed approach to organizational decisions. This course covers data collection, statistical analysis, visualization, and ethical considerations for leaders and analysts alike. Using R, Python, or data visualization tools, participants will gain hands-on experience collecting and querying data, applying statistical techniques, and translating analytical outputs into clear recommendations for stakeholders.

Delivery Methods

Private Class
Delivered for your team at your site or online.

Course Outline

Outline the data-driven decision-making process and map each phase to a standard analytics process model.
Source, query, and integrate data from internal databases and external repositories using SQL or comparable tools.
Apply regression analysis and other statistical techniques to quantify relationships and support forecasting.
Design effective data visualizations and dashboards using R, Python, or BI tools that translate complex outputs into clear, actionable stories.
Evaluate data for integrity issues, sampling bias, and ethical concerns, and apply mitigation strategies before drawing conclusions.
Use structured decision-support frameworks to synthesize analytical findings into defensible organizational recommendations.

Class Materials

Each student receives a comprehensive set of materials, including course notes and all class examples.

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