Connected Planning

  1. Advanced Analytics and Modeling Techniques
    1. Statistical Methods
      1. Descriptive Statistics
        1. Central Tendency
          1. Variability Measures
            1. Distribution Analysis
              1. Correlation Analysis
              2. Inferential Statistics
                1. Hypothesis Testing
                  1. Confidence Intervals
                    1. Regression Analysis
                      1. Time Series Analysis
                      2. Multivariate Analysis
                        1. Factor Analysis
                          1. Cluster Analysis
                            1. Discriminant Analysis
                              1. Principal Component Analysis
                            2. Machine Learning Applications
                              1. Supervised Learning
                                1. Linear Regression
                                  1. Logistic Regression
                                    1. Decision Trees
                                      1. Random Forest
                                        1. Support Vector Machines
                                        2. Unsupervised Learning
                                          1. K-Means Clustering
                                            1. Hierarchical Clustering
                                              1. Association Rules
                                                1. Anomaly Detection
                                                2. Deep Learning
                                                  1. Neural Networks
                                                    1. Convolutional Networks
                                                      1. Recurrent Networks
                                                        1. Natural Language Processing
                                                      2. Optimization Techniques
                                                        1. Linear Programming
                                                          1. Simplex Method
                                                            1. Sensitivity Analysis
                                                              1. Duality Theory
                                                                1. Transportation Problems
                                                                2. Integer Programming
                                                                  1. Branch and Bound
                                                                    1. Cutting Planes
                                                                      1. Heuristic Methods
                                                                        1. Metaheuristics
                                                                        2. Dynamic Programming
                                                                          1. Optimal Substructure
                                                                            1. Overlapping Subproblems
                                                                              1. Memoization
                                                                              2. Simulation Methods
                                                                                1. Monte Carlo Simulation
                                                                                  1. Discrete Event Simulation
                                                                                    1. Agent-Based Modeling
                                                                                      1. System Dynamics
                                                                                    2. Forecasting Methods
                                                                                      1. Time Series Forecasting
                                                                                        1. Moving Averages
                                                                                          1. Exponential Smoothing
                                                                                            1. ARIMA Models
                                                                                              1. Seasonal Decomposition
                                                                                              2. Causal Forecasting
                                                                                                1. Regression Models
                                                                                                  1. Econometric Models
                                                                                                    1. Leading Indicators
                                                                                                      1. Cross-Correlation
                                                                                                      2. Judgmental Forecasting
                                                                                                        1. Expert Opinion
                                                                                                          1. Delphi Method
                                                                                                            1. Market Research
                                                                                                              1. Scenario Building

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                                                                                                          7. Applications in Corporate and Enterprise Planning

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                                                                                                          9. Data Visualization and Communication