Kardi Teknomo's Tutorials

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Visit Tutorials below: k-Means clustering K Nearest Neighbor Market Basket Analysis Similarity and Distance Normalization of Performance Index Adaptive Learning from Histogram Discriminant analysis Reinforcement Learning Monte Carlo Simulation Bootstrap Sampling Recursive Average Kernel Regression
Difference equations Summation Tricks Ginger Bread Man and Chaos Mean and Average Mean, median, mode Variance and Standard deviation Time Average & Time Variance Data Revival from Statistics Sierpinski gasket Regression Model Generalized Mean Graph Theory Growth Model Digital Root Continued Fraction PI Convert Decimal to rational Euler Number Power rules Logarithm Rules Bayes Theorem Independent Events Conditional Probability Kernel basis function
Visual Basic (VB) tutorial Micrsoft Excel Tutorial Microsoft Excel Macro Tower of Hanoi Newton Raphson Excel Iteration Finding Eigen Value Root of Polynomial Ordinary Differential Equation Soving System Equation Generalized Inverse Runge-Kutta Euler Integration Prime Factor
ArcGIS tutorial Learning from data Data Analysis from Questionnaire System dynamic Break Even Point Sensitivity and What If Analysis Financial Analysis Multicriteria decision making Analytic Hierarchy Process (AHP) LAN Connections Switch.

Kardi Teknomo's Tutorials

Please feel free to download any of my tutorial. If you like these free tutorials, link this page from your homepage, tell your friends, spread the words. If you write any papers or publications or even web sites based on the open course in this web site, please refer to the appropriate reference for each material. I would really appreciate this because you help others to find this page easier.

The Most wanted tutorials of last month are listed below (based on visitors statistics)

See also: List of tutorials

Numerical Excel

Various tutorials to solve analytical problems using MS Excel with and without programming.

K-Means Clustering

Interesting algorithm to partition your data. Resources to classification analysis, clustering analysis, data mining and free download code

Similarity Measurement

Basic knowledge on how to measure similarity and dissimilarity of performance index. Useful for clustering, Machine learning and data mining. Many simple examples.

Bootstrap Sampling

Powerful Monte Carlo method to estimate distribution from sample's statistics.

Visual Basic (VB) tutorial

Step by step guide to programming using Visual Basic for beginners

Analytic Hierarchy Process

Analytic Hierarchy Process (AHP) is a famous method for multi criteria decision making analysis. Read more

Regression Tutorial

An introduction to regression model using MS Excel. Learn how to model, find the best-fit model and use graph, functions, matrix and Add Ins to automate the regression.

K-Nearest Neighbor Algorithm

Supervised learning for classification in data mining and statistical pattern recognition. Free download.

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