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Data-driven Decision Making
This course is designed to be practical and applied, with a focus on real-world examples and case studies. Learners will ...
gain hands-on experience with data analysis and visualization tools, and develop the skills and confidence needed to drive data-driven decision making in their organizations.
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Blooms Academy
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This course provides a practical and applied introduction to data-driven decision making, covering the skills and techniques needed to leverage data to inform business decisions. Learners will gain hands-on experience in framing business problems, exploring and analyzing data, building predictive models, and communicating insights to stakeholders.
It is designed to be practical and applied, with a focus on real-world examples and case studies. Learners will gain hands-on experience with data analysis and visualization tools, and develop the skills and confidence needed to drive data-driven decision making in their organizations.
Course Objectives:
- Develop a data-driven mindset and approach to decision making.
- Learn to frame business problems and identify key metrics and KPIs.
- Apply data analysis and visualization techniques to generate insights.
- Build predictive models to forecast outcomes and identify opportunitiesCommunicate data-driven insights and recommendations to stakeholders
Learning Outcomes:
- Frame business problems and develop a data-driven approach to decision makingApply data analysis and visualization techniques to generate insights.
- Build and interpret predictive models to inform business decisions.
- Communicate data-driven insights and recommendations effectively to stakeholders.
- Develop a data-driven decision framework to drive business outcomes
This course is designed to be practical and applied, with a focus on real-world examples and case studies. Learners will gain hands-on experience with data analysis and visualization tools, and develop the skills and confidence needed to drive data-driven decision making in their organizations.
Module 1: Framing Business Problems with Data
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11.1: Identifying Key Business QuestionsText lesson
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21.2: Defining Metrics and KPIsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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31.3: Developing a Data-Driven MindsetThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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4Quiz Time - Framing Business Problems with DataThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Module 2: Exploring and Analyzing Data
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52.1: Data Profiling and Summary StatisticsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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62.2: Data Visualization for Insight GenerationThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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7Identifying Patterns and TrendsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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8Quiz Time - Exploring and Analyzing DataThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Module 3: Building Predictive Models
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93.1: Introduction to Machine LearningThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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103.2: Regression Analysis and ForecastingThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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113.3: Classification and Clustering TechniquesThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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12Quiz Time - Building Predictive ModelsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Module 4: Communicating Insights and Recommendations
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134.1: Crafting Compelling Stories with DataThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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144.2: Effective Data Visualization and PresentationThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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154.3: Influencing Stakeholders with Data-Driven InsightsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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16Quiz Time - Communicating Insights and RecommendationsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Module 5: Implementing and Evaluating Data-Driven Decisions
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175.1: Developing a Data-Driven Decision FrameworkThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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185.2: Implementing and Monitoring Data-Driven SolutionsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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195.3: Evaluating and Refining Decision-Making ProcessesThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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20Quiz Time - Implementing and Evaluating Data-Driven DecisionsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Course details
Lectures
15
Assignments
1
Quizzes
5
Level
Advanced
Intended audience
- Business analysts and professionals.
- Data analysts and scientists.
- Managers and executives.
- Anyone interested in leveraging data to inform business decisions
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