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1.45 GB | 6min 34s | mp4 | 1280X720  | 16:9
Genre:eLearning |Language:English


Files Included :
FileName :1  Course Overview.mp4 | Size:  (3.75 MB)
FileName :1  Version Check.mp4 | Size:  (513.19 KB)
FileName :5  Data and Metadata.mp4 | Size:  (9.06 MB)
FileName :1  Recap - Ordinary Differential Equations.mp4 | Size:  (3.23 MB)
FileName :3  Demo - Solving Differential Equations.mp4 | Size:  (11.14 MB)
FileName :5  The 8 Queens Problem.mp4 | Size:  (11.95 MB)
FileName :6  Local Search Optimization Techniques.mp4 | Size:  (9.39 MB)
FileName :2  Understanding Hypothesis Testing.mp4 | Size:  (9.01 MB)
FileName :3  The T-test and the Z-test.mp4 | Size:  (8.73 MB)
FileName :4  Demo - Exploring the Automobile Dataset.mp4 | Size:  (11.41 MB)
FileName :5  Demo - One Sample T-test.mp4 | Size:  (11.07 MB)
FileName :6  Demo - One Sample Z-test.mp4 | Size:  (7.12 MB)
FileName :7  Demo - Two Sample T-test.mp4 | Size:  (11.99 MB)
FileName :8  Demo - Paired Sample T-test and Z-test.mp4 | Size:  (9.56 MB)
FileName :9  Summary and Further Study.mp4 | Size:  (2.13 MB)
FileName :exercise.7z | Size:  (2.46 MB)
FileName :1  Course Overview.mp4 | Size:  (3.54 MB)
FileName :1  Version Check.mp4 | Size:  (490.75 KB)
FileName :2  Prerequisites and Course Outline.mp4 | Size:  (4.46 MB)
FileName :3  Introducing Numerical Methods.mp4 | Size:  (6.07 MB)
FileName :4  Direct and Iterative Numerical Methods.mp4 | Size:  (8.19 MB)
FileName :5  Numerical Instability and Errors.mp4 | Size:  (6.94 MB)
FileName :6  Interpolation and Extrapolation.mp4 | Size:  (3.82 MB)
FileName :7  Constant, Linear, Polynomial, and Spline Interpolation.mp4 | Size:  (8.33 MB)
FileName :8  System of Linear Equations.mp4 | Size:  (5.32 MB)
FileName :9  Gaussian Elimination and Jacobi Method.mp4 | Size:  (10.72 MB)
FileName :1  Demo - Linear and Constant Interpolation.mp4 | Size:  (14.77 MB)
FileName :2  Demo - Linear and Polynomial Extrapolation.mp4 | Size:  (11.81 MB)
FileName :6  Demo - Discretizing Continuous Data.mp4 | Size:  (10.18 MB)
FileName :7  Demo - Rounding Errors and Approximation Errors.mp4 | Size:  (9.01 MB)
FileName :8  Demo - Approximating Derivate Calculations.mp4 | Size:  (9.9 MB)
FileName :9  Demo - Eulers Method and Numerical Instability.mp4 | Size:  (18.57 MB)
FileName :01  Graphs and Graph Applications.mp4 | Size:  (7.82 MB)
FileName :02  Directed and Undirected Graphs.mp4 | Size:  (6.01 MB)
FileName :03  Connected and Unconnected Graphs.mp4 | Size:  (3.57 MB)
FileName :04  Graph Representations.mp4 | Size:  (9.95 MB)
FileName :05  Shortest Path Algorithms.mp4 | Size:  (9.33 MB)
FileName :06  Demo - Defining and Configuring Graphs.mp4 | Size:  (11.12 MB)
FileName :08  Demo - Exploring Different Kinds of Graphs.mp4 | Size:  (8.61 MB)
FileName :09  Demo - Calculating Shortest Distances.mp4 | Size:  (13.78 MB)
FileName :10  Demo - Calculating Shortest Paths.mp4 | Size:  (5.92 MB)
FileName :01  Solutions Approaches to N-Queens.mp4 | Size:  (12.37 MB)
FileName :02  Introducing Local Search Algorithms.mp4 | Size:  (8.19 MB)
FileName :03  Simulated Annealing and Threshold Accepting.mp4 | Size:  (5.78 MB)
FileName :04  Demo - 8 Queens - Calculating Number of Attacks.mp4 | Size:  (19.12 MB)
FileName :07  Objective Constraints and Decision Variables.mp4 | Size:  (11.43 MB)
FileName :08  Wyndor Glass - Framing the Optimization Problem.mp4 | Size:  (7.32 MB)
FileName :01  Modeling Population Growth.mp4 | Size:  (6.21 MB)
FileName :02  Interpreting Derivatives.mp4 | Size:  (9.27 MB)
FileName :03  Verhulsts Equation for Population Growth.mp4 | Size:  (10.94 MB)
FileName :04  Understanding Integration.mp4 | Size:  (5.71 MB)
FileName :05  Demo - Calculating Derivatives.mp4 | Size:  (9.3 MB)
FileName :07  Demo - Performing Integration.mp4 | Size:  (10.33 MB)
FileName :09  Demo - Solving Verhulsts Equation.mp4 | Size:  (11.36 MB)
FileName :10  Summary and Further Study.mp4 | Size:  (2.02 MB)
FileName :exercise.7z | Size:  (5.17 MB)
FileName :1  Course Overview.mp4 | Size:  (3.76 MB)
FileName :01  Version Check.mp4 | Size:  (502.51 KB)
FileName :3  Fitting Robust Linear Models.mp4 | Size:  (6.59 MB)
FileName :5  Demo - LDA Using All Column Values.mp4 | Size:  (6.65 MB)
FileName :6  Demo - Quadratic Discriminant Analysis.mp4 | Size:  (4.97 MB)
FileName :7  Demo - Fitting a Robust Linear Model.mp4 | Size:  (15.18 MB)
FileName :01  Multi-state Models.mp4 | Size:  (14.33 MB)
FileName :02  Survival Models.mp4 | Size:  (9.18 MB)
FileName :03  Types of State Models.mp4 | Size:  (5.62 MB)
FileName :05  Examples of Multi-state Models.mp4 | Size:  (4.2 MB)
FileName :06  The Kaplan-Meier Estimator and the Log Rank Test.mp4 | Size:  (3.52 MB)
FileName :07  Demo - Understanding the Multi-state Model Data.mp4 | Size:  (15.2 MB)
FileName :10  Demo - Modeling Survival Analysis.mp4 | Size:  (11.36 MB)
FileName :12  Summary and Further Study.mp4 | Size:  (2.09 MB)
FileName :exercise.7z | Size:  (4.04 MB)
FileName :1  Course Overview.mp4 | Size:  (3.42 MB)
FileName :01  Version Check.mp4 | Size:  (507.95 KB)
FileName :03  Introducing Differentiation.mp4 | Size:  (5.8 MB)
FileName :04  Interpreting Derivatives.mp4 | Size:  (7.77 MB)
FileName :5  The Diffusion Equation.mp4 | Size:  (6.74 MB)
FileName :6  Delay Differential Equations.mp4 | Size:  (6.04 MB)
FileName :7  Infectious Disease Modeling.mp4 | Size:  (9.34 MB)
FileName :2  Demo - Solving ODEs - Van Der Pols Equation.mp4 | Size:  (10.36 MB)
FileName :5  Demo - Solving DAEs - The Pendulum Equation.mp4 | Size:  (4.44 MB)
FileName :04  Primal and Dual Problems.mp4 | Size:  (6.95 MB)
FileName :exercise.7z | Size:  (4.2 MB)
FileName :1  Course Overview.mp4 | Size:  (3.65 MB)
FileName :01  Version Check.mp4 | Size:  (487.26 KB)
FileName :02  Prerequisites and Course Outline.mp4 | Size:  (3.97 MB)
FileName :03  The Curse of Dimensionality.mp4 | Size:  (11.82 MB)
FileName :06  Techniques to Reduce Complexity.mp4 | Size:  (7.28 MB)
FileName :07  Choosing the Right Technique.mp4 | Size:  (7.67 MB)
FileName :1  Principal Components Analysis.mp4 | Size:  (12.02 MB)
FileName :2  Partial Least Squares Regression.mp4 | Size:  (8.22 MB)
FileName :5  Demo - Principal Components Regression.mp4 | Size:  (11.07 MB)
FileName :6  Demo - Partial Least Squares Regression.mp4 | Size:  (7.95 MB)
FileName :1  Manifold Learning.mp4 | Size:  (14.73 MB)
FileName :5  Module Summary.mp4 | Size:  (2.87 MB)
FileName :exercise.7z | Size:  (9.88 MB)
FileName :1  Course Overview.mp4 | Size:  (4.41 MB)
FileName :1  Working with Vectors and Matrices in R.mp4 | Size:  (19.33 MB)
FileName :1  Understanding Operations on Matrices.mp4 | Size:  (10.89 MB)
FileName :1  Getting Weird.mp4 | Size:  (23.39 MB)
FileName :1  Solving Linear Equations.mp4 | Size:  (16.37 MB)
FileName :1  Calculating the kth Item in a Series.mp4 | Size:  (784.86 KB)
FileName :2  Difference Equations.mp4 | Size:  (9.84 MB)
FileName :3  Demo - Calculating the kth Item in a Series.mp4 | Size:  (20.07 MB)
FileName :1  Implementing Matrix Decomposition.mp4 | Size:  (10.36 MB)
FileName :2  Demo - Implementing Matrix Decomposition.mp4 | Size:  (30.85 MB)
FileName :1  Using Least Squares Calculations.mp4 | Size:  (7.45 MB)
FileName :2  Demo - Using Least Squares Calculations.mp4 | Size:  (16.09 MB)
FileName :exercise.7z | Size:  (8.93 MB)
FileName :1  Course Overview.mp4 | Size:  (3.59 MB)
FileName :01  Version Check.mp4 | Size:  (487.91 KB)
FileName :02  Prerequisites and Course Outline.mp4 | Size:  (2.63 MB)
FileName :03  The Role of Statistics in Understanding Data.mp4 | Size:  (4.95 MB)
FileName :04  Hypothesis Testing.mp4 | Size:  (11.95 MB)
FileName :05  P-values, Power, and Alpha of Statistical Tests.mp4 | Size:  (3.76 MB)
FileName :06  Introducing the T-test.mp4 | Size:  (5.23 MB)
FileName :07  The T-test for Different Use Cases.mp4 | Size:  (7.64 MB)
FileName :08  The Z-test.mp4 | Size:  (4 MB)
FileName :09  One-way ANOVA - Assumptions and Alternatives.mp4 | Size:  (9.37 MB)
FileName :10  Two-way ANOVA and Assumptions.mp4 | Size:  (3.33 MB)
FileName :11  Pearsons Chi2 Test.mp4 | Size:  (5.91 MB)
FileName :1  Demo - Preprocessing Data.mp4 | Size:  (9.73 MB)
FileName :2  Demo - One Sample T-test and Z-test.mp4 | Size:  (11.42 MB)
FileName :3  Demo - Two Sample T-test.mp4 | Size:  (14.45 MB)
FileName :4  Demo - Type I and Type II Errors.mp4 | Size:  (12.56 MB)
FileName :5  Demo - Performing Chi2 Analysis.mp4 | Size:  (10.88 MB)
FileName :6  Demo - Interpreting the Results of Chi2 Analysis.mp4 | Size:  (11.22 MB)
FileName :7  Demo - One-way ANOVA.mp4 | Size:  (12.98 MB)
FileName :9  Demo - Two-way ANOVA.mp4 | Size:  (14.95 MB)
FileName :1  Continuous and Categorical Data.mp4 | Size:  (3.98 MB)
FileName :2  Linear Regression.mp4 | Size:  (7.95 MB)
FileName :3  Demo - Exploring Data for Regression Analysis.mp4 | Size:  (9.05 MB)
FileName :4  Demo - Performing Linear Regression and Interpretings Results.mp4 | Size:  (14.87 MB)
FileName :5  Logistic Regression.mp4 | Size:  (8.13 MB)
FileName :6  Odds Ratio and the Forest Plot.mp4 | Size:  (3.06 MB)
FileName :7  Demo - Performing Logistic Regression.mp4 | Size:  (9.58 MB)
FileName :01  Introducing AB Testing.mp4 | Size:  (8.28 MB)
FileName :02  Distributions and Statistical Tests.mp4 | Size:  (12.13 MB)
FileName :03  Bayes Theorem Intuition.mp4 | Size:  (5.27 MB)
FileName :04  Frequentist Approach vs  Bayesian Approach.mp4 | Size:  (6.84 MB)
FileName :05  The Conjugate Prior.mp4 | Size:  (8.44 MB)
FileName :06  Understanding the Bayesian AB Test.mp4 | Size:  (8.31 MB)
FileName :07  Demo - Modelling Outcomes and Priors for the Bayes AB Test.mp4 | Size:  (15.06 MB)
FileName :10  Summary and Further Study.mp4 | Size:  (2.29 MB)
FileName :exercise.7z | Size:  (5.08 MB)
FileName :1  Course Overview.mp4 | Size:  (3.61 MB)
FileName :01  Version Check.mp4 | Size:  (486.93 KB)
FileName :02  Prerequisites and Course Outline.mp4 | Size:  (3.98 MB)
FileName :03  Sample Statistics and Confidence Intervals.mp4 | Size:  (8.83 MB)
FileName :04  Normally Distributed Data - Estimating Mean.mp4 | Size:  (13.11 MB)
FileName :07  Implications of the Central Limit Theorem.mp4 | Size:  (4.8 MB)
FileName :09  Demo - The Central Limit Theorem on Real Data.mp4 | Size:  (10.01 MB)
FileName :10  Drawbacks of Conventional Approaches.mp4 | Size:  (5.44 MB)
FileName :11  Introducing Bootstrapping.mp4 | Size:  (12.3 MB)
FileName :12  Bootstrapped Confidence Intervals.mp4 | Size:  (13.57 MB)
FileName :4  Demo - Bootstrapping Multiple Statistics.mp4 | Size:  (13.95 MB)
FileName :5  Introducing the Bayesian Bootstrap.mp4 | Size:  (8.92 MB)
FileName :6  Bayesian Bootstrap Algorithm.mp4 | Size:  (5.18 MB)
FileName :7  Demo - Performing Bayesian Bootstrapping.mp4 | Size:  (12.83 MB)
FileName :8  Introducing the Smoothed Bootstrap.mp4 | Size:  (4.49 MB)
FileName :9  Demo - Smoothed Bootstrap.mp4 | Size:  (7.54 MB)
FileName :1  Introducing Linear Regression.mp4 | Size:  (2.73 MB)
FileName :2  Regression Metrics and Bootstrapping.mp4 | Size:  (8.19 MB)
FileName :3  Case Resampling and Residual Resampling.mp4 | Size:  (6.53 MB)
FileName :7  Summary and Further Study.mp4 | Size:  (2.57 MB)
FileName :exercise.7z | Size:  (3.6 MB)
FileName :1  Course Overview.mp4 | Size:  (3.26 MB)
FileName :1  Introduction to Monte Carlo.mp4 | Size:  (5.73 MB)
FileName :2  MC Basics in R.mp4 | Size:  (12.87 MB)
FileName :3  Rolling the Dice.mp4 | Size:  (11.62 MB)
FileName :4  Estimating Pi.mp4 | Size:  (8.9 MB)
FileName :1  Introduction.mp4 | Size:  (1.98 MB)
FileName :2  Random Walk.mp4 | Size:  (10.28 MB)
FileName :3  Simulating Random Walk with MC.mp4 | Size:  (18.71 MB)
FileName :4  Point Estimates and Confidence Intervals.mp4 | Size:  (21.04 MB)
FileName :5  Predictions on Commodities Data.mp4 | Size:  (22.91 MB)
FileName :6  Conclusion.mp4 | Size:  (1.24 MB)
FileName :1  Introduction to Value at Risk.mp4 | Size:  (5.27 MB)
FileName :2  Data Preparation.mp4 | Size:  (11.25 MB)
FileName :3  Parametric and Historical VaR.mp4 | Size:  (14.23 MB)
FileName :4  Monte Carlo VaR.mp4 | Size:  (14.14 MB)
FileName :1  Introduction to AB Testing.mp4 | Size:  (3.47 MB)
FileName :2  Two Sample t-test.mp4 | Size:  (9.38 MB)
FileName :3  Chi-squared Test.mp4 | Size:  (8.1 MB)
FileName :4  AB Testing with Monte Carlo.mp4 | Size:  (13.14 MB)
FileName :5  Inserting a Prior into the Simulations.mp4 | Size:  (7.3 MB)
FileName :exercise.7z | Size:  (2.16 MB)]
Screenshot
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