Product Management

  1. Growth, Metrics, and Optimization
    1. Product Success Measurement
      1. Data-Driven Culture
        1. Data Collection Strategy
          1. Data Quality Management
            1. Analytics Infrastructure
              1. Decision-Making Processes
              2. Metrics Framework Selection
                1. AARRR Framework
                  1. Acquisition Metrics
                    1. Activation Metrics
                      1. Retention Metrics
                        1. Referral Metrics
                          1. Revenue Metrics
                          2. HEART Framework
                            1. Happiness Measurement
                              1. Engagement Tracking
                                1. Adoption Monitoring
                                  1. Retention Analysis
                                    1. Task Success Evaluation
                                  2. Key Performance Indicators
                                    1. Leading Indicators
                                      1. Lagging Indicators
                                        1. Actionable Metrics
                                          1. Vanity Metrics Avoidance
                                        2. Product Analytics Implementation
                                          1. Analytics Tools Setup
                                            1. Platform Selection
                                              1. Implementation Planning
                                                1. Event Tracking Configuration
                                                  1. Data Validation
                                                  2. Analysis Techniques
                                                    1. Funnel Analysis
                                                      1. Funnel Design
                                                        1. Conversion Tracking
                                                          1. Drop-off Analysis
                                                            1. Optimization Opportunities
                                                            2. Cohort Analysis
                                                              1. Cohort Definition
                                                                1. Retention Curves
                                                                  1. Behavioral Patterns
                                                                    1. Lifecycle Analysis
                                                                    2. Segmentation Analysis
                                                                      1. User Segmentation
                                                                        1. Behavioral Segmentation
                                                                          1. Performance Comparison
                                                                            1. Targeted Optimization
                                                                          2. Reporting and Dashboards
                                                                            1. Dashboard Design
                                                                              1. Automated Reporting
                                                                                1. Stakeholder Communication
                                                                                  1. Action-Oriented Insights
                                                                                2. Feedback Collection and Analysis
                                                                                  1. Feedback Channels
                                                                                    1. In-app Feedback
                                                                                      1. Customer Surveys
                                                                                        1. Net Promoter Score
                                                                                          1. Customer Support Tickets
                                                                                            1. App Store Reviews
                                                                                              1. Social Media Monitoring
                                                                                              2. Feedback Analysis
                                                                                                1. Thematic Analysis
                                                                                                  1. Sentiment Analysis
                                                                                                    1. Priority Assessment
                                                                                                      1. Trend Identification
                                                                                                      2. Feedback Integration
                                                                                                        1. Product Roadmap Updates
                                                                                                          1. Feature Prioritization
                                                                                                            1. User Experience Improvements
                                                                                                              1. Communication Back to Users
                                                                                                            2. Product Optimization
                                                                                                              1. Experimentation Framework
                                                                                                                1. Hypothesis Development
                                                                                                                  1. Test Design
                                                                                                                    1. Statistical Considerations
                                                                                                                      1. Result Interpretation
                                                                                                                      2. A/B Testing
                                                                                                                        1. Test Planning
                                                                                                                          1. Variable Selection
                                                                                                                            1. Sample Size Calculation
                                                                                                                              1. Statistical Significance
                                                                                                                              2. Multivariate Testing
                                                                                                                                1. Complex Variable Testing
                                                                                                                                  1. Interaction Effects
                                                                                                                                    1. Result Analysis
                                                                                                                                      1. Implementation Planning
                                                                                                                                      2. Feature Rollout Strategies
                                                                                                                                        1. Feature Toggles
                                                                                                                                          1. Canary Releases
                                                                                                                                            1. Gradual Rollouts
                                                                                                                                              1. Risk Mitigation
                                                                                                                                              2. Continuous Improvement
                                                                                                                                                1. Optimization Cycles
                                                                                                                                                  1. Performance Monitoring
                                                                                                                                                    1. Iterative Enhancement
                                                                                                                                                      1. Learning Documentation

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                                                                                                                                                  5. Product Launch and Go-to-Market

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                                                                                                                                                  7. Product Leadership and Advanced Skills